Investigating Data - Covid Wider Impacts
Looking at wider covid impacts data weekly variability - related to 2018/19 baseline
revised version - now extracting all Scotland more easily.
library("tidyverse")
library("janitor")
library("lubridate")hb_codes <- read_csv("health_board_codes.csv")Rows: 18 Columns: 5── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (3): HB, HBName, Country
dbl (2): HBDateEnacted, HBDateArchived
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.hb_codes <- clean_names(hb_codes)load in datafiles
weekly_admissions_spec <- read_csv("Covid admissions by health board and speciality.csv")Rows: 55233 Columns: 11── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (6): HB, HBQF, AdmissionType, AdmissionTypeQF, Specialty, SpecialtyQF
dbl (5): _id, WeekEnding, NumberAdmissions, Average20182019, PercentVariation
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.weekly_admissions_spec <- clean_names(weekly_admissions_spec)
weekly_admissions_dep <- read_csv("Covid admissions by health board and deprivation.csv")Rows: 30370 Columns: 10── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (4): HB, HBQF, AdmissionType, AdmissionTypeQF
dbl (6): _id, WeekEnding, SIMDQuintile, NumberAdmissions, Average20182019, Perc...
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.weekly_admissions_dep <- clean_names(weekly_admissions_dep)
weekly_admissions_demog <- read_csv("Covid admissions by health board, age and sex.csv")Rows: 61951 Columns: 13── Column specification ───────────────────────────────────────────────────────────
Delimiter: ","
chr (8): HB, HBQF, AgeGroup, AgeGroupQF, Sex, SexQF, AdmissionType, AdmissionTy...
dbl (5): _id, WeekEnding, NumberAdmissions, Average20182019, PercentVariation
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.weekly_admissions_demog <- clean_names(weekly_admissions_demog)data cleaning note probably more cleaning needed before we finalise I changed the spelling but it turns out both spellings are correct!
weekly_admissions_spec <- weekly_admissions_spec %>%
rename("speciality"= "specialty") %>%
rename("speciality_qf"= "specialty_qf") merge hbnames into datafiles
weekly_admissions_spec <- left_join(weekly_admissions_spec,hb_codes)Joining, by = "hb"weekly_admissions_demog <- left_join(weekly_admissions_demog,hb_codes)Joining, by = "hb"weekly_admissions_dep <- left_join(weekly_admissions_dep,hb_codes) Joining, by = "hb"do the analysis needed for identifying qinter and ‘crisis’
weekly_admissions_spec <- weekly_admissions_spec %>%
mutate(year = as.integer(str_sub(week_ending,1,4))) %>%
mutate(month = as.integer(str_sub(week_ending,5,6))) %>%
mutate(day = as.integer(str_sub(week_ending,7,8))) %>%
mutate(wdate = ymd(week_ending)) %>%
# identify "All Scotland" data
mutate(hb_name = ifelse(hb=="S92000003","All Scotland",hb_name)) %>%
mutate(hb_name = ifelse(is.na(hb_name),"NHS Region Unknown",hb_name)) %>%
mutate(iswinter = ifelse(month %in% c(4,5,6,7,8,9),FALSE,TRUE)) %>%
mutate(above_thresh = ifelse(percent_variation>0,7,0))weekly_admissions_demog <- weekly_admissions_demog %>%
mutate(year = as.integer(str_sub(week_ending,1,4))) %>%
mutate(month = as.integer(str_sub(week_ending,5,6))) %>%
mutate(day = as.integer(str_sub(week_ending,7,8))) %>%
mutate(wdate = ymd(week_ending)) %>%
# identify "All Scotland" data
mutate(hb_name = ifelse(hb=="S92000003","All Scotland",hb_name)) %>%
mutate(hb_name = ifelse(is.na(hb_name),"NHS Region Unknown",hb_name)) %>%
mutate(iswinter = ifelse(month %in% c(4,5,6,7,8,9),FALSE,TRUE)) %>%
mutate(above_thresh = ifelse(percent_variation>0,7,0))weekly_admissions_dep <- weekly_admissions_dep %>%
mutate(year = as.integer(str_sub(week_ending,1,4))) %>%
mutate(month = as.integer(str_sub(week_ending,5,6))) %>%
mutate(day = as.integer(str_sub(week_ending,7,8))) %>%
mutate(wdate = ymd(week_ending)) %>%
# identify "All Scotland" data
mutate(hb_name = ifelse(hb=="S92000003","All Scotland",hb_name)) %>%
mutate(hb_name = ifelse(is.na(hb_name),"NHS Region Unknown",hb_name)) %>%
mutate(iswinter = ifelse(month %in% c(4,5,6,7,8,9),FALSE,TRUE)) %>%
mutate(above_thresh = ifelse(percent_variation>0,7,0))take a look at what is in each dataset
weekly_admissions_spec %>%
distinct(hb_name)14 health boards plus ‘all scotland’ and an NA - need to work out what to do with this
weekly_admissions_spec %>%
distinct(admission_type)Data neatly divided into emergency and planned
weekly_admissions_spec %>%
distinct(speciality)note that some groupings are also combined. need to take a closer look at what these mean.
weekly_admissions_demog %>%
distinct(age_group)7 age groups and “all ages”
weekly_admissions_demog %>%
distinct(sex)just male - female and all
weekly_admissions_dep %>%
distinct(simd_quintile)note there is no ‘all’ category in this dataset
plot total admissions - you should get the same overall trends from each dataset
weekly_admissions_demog %>%
filter(age_group == "All ages") %>%
filter(sex =="All") %>%
filter(admission_type == "All") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = number_admissions) +
geom_line(colour='red') 
weekly_admissions_spec %>%
filter(speciality == "All") %>%
filter(admission_type == "All") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = number_admissions) +
geom_line(colour='red')
same graph as above!
weekly hospital admissions hover around 14000 per week expect 168,000 per quarter?
pre=pandemic hospital admissions hovered around 15500 per week expect 186,000 per quarter
weekly_admissions_spec %>%
filter(speciality == "All") %>%
filter(admission_type == "All") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation) +
geom_line(colour='red') 
Overall(all specialities, all admissions, all healthboards) admissions are only at 90% of pre-pandemic levels
quick look at demographics
weekly_admissions_demog %>%
filter(sex == "All") %>%
filter(age_group != "All ages") %>%
filter(hb_name =="All Scotland") %>%
filter(admission_type == "All") %>%
ggplot() +
aes(x=wdate, y = number_admissions, color = age_group) +
geom_line() #+
#scale_colour_brewer(palette = "Set2") age plot shows some variation between age groups.
quick look at sex differences
weekly_admissions_demog %>%
filter(sex != "All") %>%
filter(age_group == "All ages") %>%
filter(hb_name =="All Scotland") %>%
filter(admission_type == "All") %>%
ggplot() +
aes(x=wdate, y = percent_variation, color = sex) +
geom_line() #+
#scale_colour_brewer(palette = "Set2") quick look at index of deprivation. 1 is most deprived and 5 is least deprived
weekly_admissions_dep %>%
filter(admission_type == "All") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, color = as.factor(simd_quintile)) +
geom_line() 
something happening in 2022 - why is there divergence between 1 and 5?
look at admissions type
weekly_admissions_spec %>%
filter(admission_type != "All") %>%
filter(speciality=="All") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, colour = admission_type) +
geom_line()
need to check what the ‘spike’ in planned at end of 2021 is related to
quick look at specialities
weekly_admissions_spec %>%
filter(admission_type == "All") %>%
filter(speciality !="All") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line()
take a closer look at paediatrics
weekly_admissions_spec %>%
filter(admission_type == "All") %>%
filter(speciality !="All") %>%
filter(str_detect(speciality,"Paed")) %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = number_admissions, colour=speciality) +
geom_line()
weekly_admissions_spec %>%
filter(admission_type == "All") %>%
filter(speciality !="All") %>%
filter(str_detect(speciality,"Paed")) %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line()
take a closer look at medical
weekly_admissions_spec %>%
filter(admission_type == "All") %>%
filter(speciality !="All") %>%
filter(str_detect(speciality,"Medical")) %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line()
simpler plot of specialities
weekly_admissions_spec %>%
filter(admission_type == "Planned") %>%
filter(speciality !="Medical (incl. Cardiology & Cancer)") %>%
filter(!str_detect(speciality,"Paed")) %>%
filter(speciality !="All") %>%
filter(speciality !="Accident & Emergency") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line() +
scale_colour_brewer(palette = "Set1") 
weekly_admissions_spec %>%
filter(admission_type == "Emergency") %>%
filter(speciality !="Medical (incl. Cardiology & Cancer)") %>%
filter(!str_detect(speciality,"Paed")) %>%
filter(speciality !="All") %>%
filter(speciality !="Accident & Emergency") %>%
filter(hb_name =="All Scotland") %>%
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line() +
scale_colour_brewer(palette = "Set1") 
boxplot for different specialities? some values greater than 8000% (i have filtered them out ) indicates we need some more work on data cleaning!
weekly_admissions_spec %>%
#filter(admission_type == "All") %>%
#filter(speciality!="All") %>%
#filter(hb_name =="NHS Region Unknown") %>%
#group_by(speciality) %>%
#need to take a good look at what these values are!
filter(percent_variation>500) weekly_admissions_spec %>%
filter(admission_type == "All") %>%
filter(speciality!="All") %>%
group_by(speciality) %>%
#need to take a good look at what these values are!
filter(percent_variation<8000) %>%
ggplot()+
aes(x=speciality, y=percent_variation)+
geom_boxplot()+
theme(axis.text.x = element_text(angle = 45, hjust = 1))
some specialities have faced higher admission levels than others.
Now look by health boards
all_admissions_byhb <- weekly_admissions %>%
filter(admission_type == "All") %>%
filter(speciality=="All") %>%
group_by(hb_name) %>%
summarise(mean_percnt_var = mean(percent_variation),
min_percnt_var = min(percent_variation),
max_percnt_var = max(percent_variation)
) %>%
#mutate(all_percent_variation = all_admissions/all_avg20182019)
arrange(desc(max_percnt_var))Error in filter(., admission_type == "All") :
object 'weekly_admissions' not found```r
weekly_admissions_spec %>%
filter(admission_type == \All\) %>%
filter(speciality==\All\) %>%
group_by(hb_name) %>%
ggplot()+
aes(x=wdate, y=percent_variation, colour = hb_name)+
geom_line()
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AIkkFMErFUtLNRqcqpn7AwJkAAJkAAJNCNAsdYMCXeQAAmQAAkEloA7V60usK1kw0iABEiABEjAFwIUa75gZCEkQAIkQAJtQsANqseIkG2CnJWQAAmQAAm0HwGKtfZjz5pJgARIgASSJUDLWrLEmJ8ESIAESCCLCVCsZfHFY9NJgARIIO8I0LKWd5ecHSYBEiCBfCZAsZbPV599JwESIIFsI0DLWrZdMbY3Swh8/PHHcskll8iMGTOatfihhx6SyZMn2/1Tp06VsWPHNsvj7vjll1/kxhtvlCOOOELOOusseeSRR8TvhcGXLFkSqdJtX2SnjxuzZ8+2bJYtW+ZjqSyKBLwRoFjzxom5SIAESIAEgkCAlrUgXAW2IQcJjBkzRq6//vq4Qgxi6OWXX7a9/vTTT+PmUSRvv/22bLLJJnLzzTdLXV2dQNyNHj1adt11V3EFluZP5fWll16y5em5bvt0n5+vf/31l4APxZqfVFmWVwIUa15JMR8JkAAJkED7E6Blrf2vAVuQcwT++OMPazm77LLLZMKECWmJkssvv1yGDh0qM2fOlAcffFBee+01+eKLL2TKlCny6KOP+sJu2rRpUlFR4UtZLIQEgk6AYi3oV4jtIwESIAESaCJAy1oTC26RgE8Exo8fL2uuuab8+9//lqKiIpk4cWLKJcMFcuDAgVHnr7vuunLbbbdJ3759I/vnzZsnV199tYwYMULOOeccgcVOE1wm77rrLtl7771ljz32sJa82tpQ+Nc333xTnnrqKZk1a5YcffTRsnDhQj0t8vrTTz/JKaecYq1v++yzj1x33XVSUxNamPGDDz6QK664Qj755BM58sgjZffdd5cbbrghyk0TedHePffcU44//nhbV6RwbpBAGxMobuP6WB0JkAAJkAAJpE6AlrXU2fHMdidQMO0rKXw0dSHUUgca11lHGg4Z3VKWhMfuv/9+OeSQQ6S0tFRGjhwpd955pxxzzDEJ87d04NBDD424DELsbL/99tKtWzcrevQ8WMV22203qaystALxxx9/lL/97W/y7bffyoABA+xct2effda2oXPnzlbUwfXx1Vdfld69e8sqq6wisAZuvvnmts1aLl5//vln2XDDDQUiDX368ssvBRbDuXPnyrXXXis//PCD3HTTTdaCiL72799fzjvvPGupu+iii2xRJ5xwgjz//PNy6qmnyvTp02XUqFFuFdwmgTYlQLHWprhZGQmQAAmQQFoEXMsaF8VOCyVPbgcCBQUiJRkaehWlVu5bb71lg4pAZCEdfvjh1qoFC9SWW26ZNCQInxVWWMFawx544AFrqYOogvUMVjKk++67TxC0AyINAhEJ1iy4TA4ZMsS6T0KsaX4IO5SBfXvttZdsscUW9lxY1mLT999/bwXnuHHjpLCw0AotCDX0RxOsenDL3GCDDeyu33//3QpBiDWIO7QPrpaDBg2yxwcPHiynn366ns5XEmhTAql9stu0if5W1qFDBynAl6VPScsqLi6WTp06+VRq/hVTUlJirws4MqVGAPci/ngfpsYPZ+H+w3cE7kem5AlgYISUye/DhrIGqZJqW09ZUZkUd8q97wx+ju3lTfk//fyWlZXZwXrKBWXgxMbB60u9+QtSglUN1izMK8MfEsQW3BBTEWs4/7jjjrN/sHK9/vrrdq4aRBaCjpx44ony2WefybbbbhsRajjn9ttvx4vcc889gmu300472ff4b7PNNrMulIhYiXJaSghkAmsexBgsdd98840Vga4LZnl5eUSooazVVltNPvroI1vs559/Ln369IkINexEmRRrFg//awcCufcr5wFiY2Ojh1zesqhYQ24/y/VWe+7kAjv9y51etU9PeB+mz50MU2PocnO3Uyst/lmNdU3f341mCkqm6olfe9vtzdV+tR3B0L1Bji0TX7p0qTzxxBNWCF144YWRzF27dpXHHnvMWscg3LwmzCNDeXAjhMUMIvCoo46yf5gPp2INVjW4MsZLixYtku7du0c9eMRYC+6PXsL/wzI2bNgwWz8EIdwrEcURFjdNHTt21E37igdNeq+g/oaGBvtex3h8kByFi2/amEDeibXly5fbD6FfnDERt0uXLjY8LXyvmVIjgC/C6upq+5daCTwL9yF+bHgfpn4v4Ik8viN0InrqJeXnmfgcZ/z70H7Nhix4NZXVUpODX7uwjvNznN5nCJYTfI6rqqriFoQ5VExiBRmECcLru0xUTP3nP/+R0047zTMqWMTOOOMMWX311W1wEPfEtdZaSyZNmmR3rbHGGvLVV1+5h60wxH0P10PUDwsXXCKR/vzzT+ueCBdLJBVR9k3Mf2PGjBEENIFLJcZoSO+8844noYe8WHZgzpw5tv6NN94Yu6x10G7wPxJoBwKhX7x2qJhVkgAJkAAJkEDSBNw5a6HgcEkXwRNIgARCBDA3C9EYXaGGI3ADHD58uNx9990Ri5MXZr169ZL99tvPBva45ZZbrCDDvDS4WiICo86LQxRGCCgsnI1gIxBmCAICd0fMT0PQD8wfQzAQWOvOPvtsa1nbbrvtbDNg7YOAQ/APrOXmJrg7LliwwAp1PMDEPLcnn3zS88NgtAFz1C699FJbNyx1cM1kIoH2IkCx1l7kWS8JkAAJkEDyBBqcU6LHaM4BbpIACbRGAPO5EHQDERPjpSOOOMKKIcz9SiYh7D/cIBF5EVEZ1157bbngggusxe2SSy6xRcFihTXYsCbbiiuuaAOJnHTSSXZuGKyiiMSIoB+wkMEih3lnmPvWr18/ez5EG6xm65gImAjB7yZYAiE+ITh79uwpt956qw3dP2PGDE+LcmPe8gsvvGCjTaJuBDZBeH8mEmgvAgXmqUPTBID2akUb1gvTOkz+fiV8WcCPGqb7xYsX+1Vs3pUD/3i6QaZ32fHDhHsbUa+YUiOAH3i4TdENMjV+cIPEk/WMfh9+Y9p2Xfg54z7mu3xEam0N8llgyM9x6lcI85HwWcbco0RukDroT72W5M5EW9o6Yd5XeyesgQbX8kS8MQSFKFt55ZXjujbCQgaXxx49esTtis5vi3dw/vz5dt4aXLNTTfgc4nwIOCYSaC8CeTdnrb1As14SIAESIAEfCLjP2uoQ2Tevnjf6AJBFkEDbEUgksrQFEGKJAo0gT2vBTVoSpLDYpZvw4ISJBNqbAN0g2/sKsH4SIAESIAHvBNw5a3SD9M6NOUmABEiABLKSAMVaVl42NpoESIAE8pSAa1ljgJE8vQnYbRIgARLIHwIUa/lzrdlTEiABEsh+ArSsZf81ZA9IgARIgAQ8E6BY84yKGUmABEiABNqdgGtZoxtku18ONoAESIAESCCzBCjWMsuXpZMACZAACfhJwLWs0Q3ST7IsiwRIgARIIIAEKNYCeFHYJBIgARIggQQEXMsaxVoCSNxNAiRAAiSQKwQYuj9XriT7QQIkQAL5QMC1rNENMh+ueE70sbCQz8Zz4kKyEyTQDgQo1toBOqskARIgARJIkYBrWaNYSxEiT2trAg0N7o3b1rWzPhIggWwmwEc92Xz12HYSIAESyDcCrmWNbpD5dvXZXxIgARLIOwIUa3l3ydlhEiABEshiAq6Bgpa1LL6QbDoJkAAJkIAXAhRrXigxDwmQAAmQQDAI0LIWjOvAVpAACZAACbQJAYq1NsHMSkiABEiABHwhQMuaLxhZCAmQAAmQQHYQoFjLjuvEVpIACZAACYCAa1mjGyTvCRIgARIggRwnQLGW4xeY3SMBEiCBnCLgWtYYYCSnLi07QwIkQAIk0JwAxVpzJtxDAiRAAiQQj8AbZuf38Q604b76gqbKaFlrYsEtEiABEiCBnCRAsZaTl5WdIgESIAGfCSw35Y03PxnPOmLJ5yo8FUc3SE+YmIkESIAESCA3CFCs5cZ1ZC9IgARIILME1IpVk9lqWi2dbpCtImIGEvBK4Pfff5dLLrlEPv/882anzJgxwx6rrq62x+68806ZPHlys3zYcdlll8knn3wSdezNN9+Uiy++WA477DC54oor5P3334863tKbjz/+2NaNNmQy1dXV2XpmzpwZt5r6+np7/Oeff457PCg7p0yZIg888ECrzamoqLD9ef7551vNywzBIUCxFpxrwZaQAAmQQHAJqEXLFUvt0VpthzSGgo2YFyYSIIHUCMyaNUvGjBkjBx54oCxfDvN5U4JQwjEVa3fccYdMmjSpKYOzFSvWcN7OO+8sL730khQXF8sjjzwi22yzjVxzzTXOWYk3cf71118vY8eOTZzJhyMQa6grkRiDWLv88ssTHvehCb4UAbF2//33t1rWk08+abked9xxgr4zZQcBirXsuE5sJQmQAAm0LwEVae39+67tKAMO45LZ3u1p36vC2knAFwIQZhdeeKEvZS1YsMAKnLvuuktgIbvvvvtk2rRpcumll8r5558v8+bNa7GeP/74w1rwIAAnTJggy5YtazF/Jg+WlpZKbW2t7Ljjjpmsps3KxrU4/fTTBRa2Z599ts3qZUXpEShO73SeTQIkQAIkkBcEVCTpa3t1WuuHWIN3FsRaSXs1hvWSQHIEGuuqpbFqUXInec1dXCaF5d295o7KBxEFMbXPPvvIVlttFXUs2TdwrYRFap111ok69cQTT5TKykpZtGiR9OzZM+qY+2b8+PGy5ppryr///W/bpokTJ8oxxxxjs8BdExa+G2+8UTp16hQ5De2HJQ/i6u2335Y11ljDCr2DDz5YDjjgAEGZ//3vf6WmpkY22mgjOfPMM2WFFVaInL948WI566yz5IsvvpDBgwfb7b59+1rr0/HHH28Fzrrrriu33HKLDBw4UF555RWZPXu2XHTRRbafaNftt98uv/zyiwwaNMiev9JKK0XKj92AGyLag/wrr7yytWzutttuNtsHH3wgr7/+ugwbNkzgevrnn3/KTjvtJKeccooUFRXZPD/99JMVwaj373//u+UdW0fs+x9++MGyufXWW229KHvfffeNZHv33XebsUPb4vFE/WDx3XffSceOHe09c/LJJ1v+XtofqZQbnghQrHnCxEwkQAIkkOcE1N0w4obYTjy0fmtZM21A+P7ydmoLqyWBJAnUTn9dKp46McmzvGUvWWsH6Xzgvd4yx+Q6/PDD5cMPP5TRo0fb+Wvl5fE/VHPnzo07v62xUb8gRNZff33ZeOONrUg69thjrejYbLPNpGvXrnbuWkzVzd7Cne+QQw6xA/+RI0dawaJiDSLu4YcftgJl1KhR9lwIhquuukqOOuooeeONN6yQQ10QnVVVVfLggw/Kqaeeaq16EIkQe5h7N3Xq1EjdmFd3xBFHyK677iqwCGK+3aeffioNDQ1y7733yr/+9S+BWHv55ZetG+Hqq68uPXr0kM6dOwtcEIcPHy577bWX7L///tYdccMNN5Qvv/xS4gk2iLpzzjlHzj77bNl+++3lueeek913310++ugjGTp0qEBU3XTTTVZsov/9+/eX8847z1rDIA5huYQw7dOnjxx66KG2f6hrk002ifQn3gbmtOHaQKziPAjA6dOnW/GJ/NiGCHbZxdsHl1H0D8Ie1wl1wwqKe+Paa69ttf3x2sZ9LROgWGuZD4+SAAmQAAmAgFq0VCy1FxVthyvW2qstrJcEkiRQ2LWvlKw7LMmzvGUv6reBt4xxchUUFMi4ceOsVemCCy6QG264IU4uEVi58NdSQlkQTWeccYYVHZgT1qVLF4HlCIN5iI9E6a233hK4ZEJMIEFEQjzBWrPlllvacvbbbz8rZFSsQYxtt912MmDAAFvvnDlz7Nw6FS8QjBCLp512mqBt2267rXUB1Ll4qAdWPAg+pFVXXdWKriVLlkiHDh3sPvc/CNn//e9/ESvXiBEjbN8wLw/p6KOPtsLpyiuvlNtuu8091W6jfeCrAvSggw6SXr162T5CrCHBVRQicIMNQtcU1spXX33VWvIgqCAS33vvPdsfWP7ApqUESyesi2CABJGI63D33XdHXetYdhB4sfsgWCEicb8UFhYKrgOEGq6Rppbar3n46p0AxZp3VsxJAiRAAvlLQEVSe4s1rb80fCk4Zy1/78ks7HnxKptI5/3vCGTL4fIGi86RRx5prSbxGglhEC9IyIorrhiVHdaZe+65x1rFMG8Nbn0Y3G+66aYCQQZXwXgJVjWILrgj4g8J7ooQbCpIYP3bZZddrBti7969rXCDC6emsrIyGTJkiL61VjEIxbXWWstasP75z38KXDIR+ESDqmjZOAltRMLcObhTxiYcV3dECD60s1+/ftZapnlxPDY6ph5D9E24Nj799NPWjRDnwwKobUE+CEIVani/2mqrWcsbtuH6CLEF4akJFkEwTpQgsNAfiDydq4by//Of/1hrp4rSWHYoL3Yf6kL9EJPffvutfPPNN/Laa68J3EY1tdR+zcNX7wQKvWdlThIgARIggbwlEBSxpu1QyxrFWt7ekuy4/wQghDAYh0UL88tiE+aEwUoW++fmgwvhE088YXdBtEAIYU4ZgozgPAQNiZeWLl0aOQ/BTvQPwu+xxx6z7n84D0IB4gX7YMGDWyCsbZq6d+9uLT76focddrACB66M77zzju3fFltsYefOaR7UoUlFkOvaqcfw6gpTWN/gKgkRBCuT/kFMuvPB3PMhiCFIYcmD1Qpth+h0E+aBuQnlansw5w+WMjeVlLQ8cRciGO2GC6ZyxXIFCxcutBy1rFh22B+7D26PaD9EPVxn4RKJeXNuaqn9bj5ueyNAy5o3TsxFAiRAAvlNQEWSvrYXDa1fxRrmrDGRAAn4RgAWMcxtgvtiKgnWFszJwjwsNwgIBI0G7YhXLsQXhA/mknXr1i2SBYE8VlllFWsFUldGzDFDGPrvv//eih2UnShhfhpEItZ6w99nn30mm2++uZ23tueeeyY6zdN+uC9C6GFuGtweNSEASTwBBQsa5qphWQJY95AgvDD3C333kuDeiSUR3NSSVQ0uighoAsGGgCtuwrw1WC3B02vCfYH5e7CmqYURIjhWQHotj/laJ0DLWuuMmIMESIAESEDHEe1tydIHyirW2rs9vDNIIMcIqDukuiEm2z0E2tAIgXC5gwUHAgzRDOHCh/lO8RLCymP+lyvUkA+BNBDAA/Or1LoEcYFFtiHYWhMa6AfEEAJ34Py//vrLRnlEsBI/ElxDH3roIRsoBIIFbp4QgfGWKIDrJSxcaAPEGayXJ510kl3LznWDbKldWBPv119/lZtvvtm6Tz7++OOCSI6JEiyZsIjuvffezbIgqArmmuG6eE0Q3LBmQniCJ64xroM7B9BrWcznjQDFmjdOzEUCJEAC+U1AxZq+thcNrZ9irb2uAOvNAwIQQBBIqSQM5jFPDfO4IJLgMofAGZjjBAuQzglzy4Y1DqIB+eMliApEJkQZSKubaIwIKgJRCLfIlhLEECxpiA4JCxvEIoQOgo74kS6++GI7Lw7ujCgf7LA0ACJDxiZY2xBk5dFHH7Wuj2AFqyBcNGHx85LgVorAH7DOwUURgVw0IEu882FRQ+RG18qp+eCqiTIQxt9rgnUTghoiGtE1sRTAddddZwPDwC2UyX8CBUYVN8Vb9b/8wJUIc7pXU7OXxsMEDF9jPB3BOh1MqRGAGwGeyvDJTGr8cBa+OHFvw+WBKTUC+AHC00KsxcMUQ+An8/4y83yv2PxkjIv/s4GnxrX1veT3P6tllb4LYgrw6e1YM6n+K/O3i2nDq+b1NKPeUg+C51Oj/C0GrlX8HKfOFAN4fJYxtwef53gJQqItE9rS1gmD8PZOGGL+9ttvNkhIS66KqbQT88Ig2Lwu5o3fR0RVhEulzktLpd5E52DxbHXZTJTH3T9r1izrForvzVQT+gMXzEz0p7U2zZ8/31rsIFCZMksg9Tsks+1i6SRAAiRAAkEioPpM3RATtO3ZSSI//FQqpxxt1qpuec57ghJa2U3LWiuAeJgEgkMAIgLBQPxMcNnDGmiYJ5UoWEm8+hCkA2H5M5VgNYMQ9JqSyZuoTListldyA620VxvypV6KtXy50uwnCZAACaRDQEVSo7FmiSq35gWah8smFUhtXYERa4nzNT/T4x4Vi6Uo27SFc9Y8gmM2EsgNAljHDIFFMIcNHiVMJJDrBCjWcv0Ks38kQAIk4AcBFWsoCwIpwa+HOtY3NLQs6lJukrZD56wxGmTKKHkiCWQjAcxtg3tlOu6D2dhvtjl/CST4uc1fIOw5CZAACZBAHAIqknAI1q0Evx4NYWOaxyjUcSpqZZda1lSs0bLWCjAeJoHcIqDh4nOrV+wNCSQmwGiQidnwCAmQAAmQgBKIFWu6P+ZVRVq9tazFHPTjLdpRYBShzoejZc0PqiyDBEiABEggoAQo1gJ6YdgsEiABEggUAVesudsxjWxyg4w54NdbWNaKzJ+KNVrW/CLLckiABEiABAJIgGItgBeFTSIBEiCBwBFwBZq6IsZpZMSyVo85axlIaAd+udQNM8vE2rwFxWa+TQa4sEgSIAESIIGcJKA/dznZOXaKBEiABEjAJwJexVpkzlqGxJpa1vTXqzZDgUx8wuYWM31GB3l2cg8ZsctCWXft5e4hbuc4AYSNZyIBEiCBVAjoz10q5/IcEiABEiCBfCHgUayp1UgtbL7jUcuaukFm0Zy1yqrQgL0i/Oo7GxYYWAJYkJmJBEiABFIhwEc9qVDjOSRAAiSQbwTcsWYLbpCN4XwZG5vGWtayyA2yKVJmhqyO+XZPsr8kQAIkkAcEKNby4CKziyRAAiSQNgGPYk1FWkajQeKXS/1CskisZVzIpn2RWQAJkAAJkEDQCFCsBe2KsD0kQAIkEEQCXsVaeM5axsSaWtay0A2yoTFkUVNX0SBeZraJBEiABEggWAQo1oJ1PdgaEiABEggmATeCoSvcYlobsR614CoZc0pyb1F3llrWMm51TI4kc5MACZAACWQBAYq1LLhIbCIJkAAJtDsBV6C1IMQyPi9LLWvZ6AYZiZTZ7leTDSABEiABEsgSAhRrWXKh2EwSIAESaFcCHsWauvipFcn3NqtlLZvdIBsYYMT3+4IFkgAJkECOEqBYy9ELy26RAAmQgK8EPIo1FWltNmctGwOMuC6lvl4kFkYCJEACJJBrBNSRJNf6xf6QAAmQAAn4ScCrWMu0q59a1vTXK4vWWVMX0YwJWT+vN8vKCwK///673HvvvbLnnnvKkCFDovo8Y8YMmTBhgpxzzjlSVlYmd955p6yxxhoybNiwqHx4c9lll8luu+0mm222WeTYm2++KVOmTJGZM2fKwIEDZccdd5Stttoqcjx24+eff5YHH3wwshsLia+++uoydOhQWXfddSP7/dq47bbbZPPNN7d/fpXJckggEwRoWcsEVZZJAiRAArlGwKNY0wAjGRMkaEdR+A+Ms8qyFo4G6bJEH5hIoJ0IzJo1S8aMGSMHHnigLF++PKoVEGs4Vl1dbfffcccdMmnSpKg8+gZi7ZNPPtG39rydd95ZXnrpJSkuLpZHHnlEttlmG7nmmmsieWI3INZQ3+TJk+Wtt96yr3i//vrry7hx42Kzp/3+1ltvlQ8++CDtclgACWSaAMVapgmzfBIgARLIBQKuwGghwEhG56yhDQh/j18u/BUZM14WiTW1rKmraC7cFuxDbhCAMLvwwgt96cyCBQvk8ssvl7vuuks+/vhjue+++2TatGly6aWXyvnnny/z5s1rsZ6HH35YXn/9dXnnnXcE7Tr99NPlzDPPlLq6LPqwt9hDHiSB5AhQrCXHi7lJgARIID8JuGLN3Y6h0SRIMhBEQ+uFZQ0JQUayyQ0y3P6MWR0tFP5HAskTgIgaO3asvP/++8mfHHMGXCvr6+tlnXXWiTpy4oknytlnny2LFi2K2t/am+23316WLl1q/zTve++9J4cddpjssssucvLJJ8tvv/2mh+Tdd9+Vq6++Wh5//HHZY4897CsOvvLKK3LkkUfK/vvvb612kRPCG0uWLJELLrhAdt11VznkkEOsYNQ8icocP3687LXXXrL77rvLueeeKxCqTCTgN4FivwtkeSRAAiRAAjlIwA2K0YJlTa1GZqzmf9Iy9TEjfsGy6GF7IxfF9v+eyLISaytmS9WczzPS6uKOvaRjn01SKvvwww+XDz/8UEaPHi2ff/65lJeXxy1n7ty59njswUY1qZsDcFvceOON5YADDpBjjz3WznHDXLauXbvKFVdcEXtqs/fz58+XTp06WUsahN9VV11ly+rRo4fN+/zzz1uBNGLECNl3333tnDuIpqlTp9o5ddOnT5cbb7zR1oc5clVVVfLyyy/bcw466CA7r+6II44Q1KOpoqJCNt10U3vOUUcdJR999JEMHz7cul9CuMUrE/PrTj31VGst7Nmzp8BNFC6caAcTCfhJgGLNT5osiwRIgARylYBatdA/FU1x+qpjtoZMhKfXNqhlLevEWghYRtjEuRbcFTwCFX9+KL++cnRGGtal/84yYPjDKZVdUFBghcngwYOtdemGG26IW87EiRMFfy0llPXGG2/IGWecITfddJOdh9alSxcbgOTaa6+V/v37t3S6DSjiZlhhhRWiAo+cdNJJAtH10EMP2WzHHXecDBgwwLZb2zZnzhw7v26TTULiFQFKzjvvPLnooovsORCSCHqi6ZZbbpE///zTzrvr1q2bHH/88fY43C8PPvhgmy22TAhRiNDTTjtN0Odtt91Wnn32WTvHDwFZmEjALwIUa36RZDkkQAIkkMsEXIHmbsf0WcVavQqrmONpvdV61bIGN8jomAhpFZ/pk9XqqK+Zro/lB49AhxXXk75bnJeRhpV2G5BWuSuvvLIVV3AV3GeffeKWBRETL0jIiiuuGJUfVrR77rnHRpDEvDXMQUOQEFivEDxk0KBBUfndN6+99pqsuuqq1pUSAgoWrA033NC6aK600ko2uuSVV17pniL//Oc/o1wbIZY0uiWsZj/88IONRqknQdy5Yg2WtL59+1ornuaBVW/27NmCICxIbpl4/69//csK0LXWWsu6QaINcPVEQBUmEvCTAO8oP2myLBIgARLIVQKupSyBEHNFSEasR1pvllrWGsJukBlhk6v3XY71q0OPtaXDpicHtldwg3ziiScEbpGwgsWm0tJSgZWspYSQ/bBCYW5YUVGRbLnllvYPc8s22GADuxxArNhyy8PyABBTSOutt57ssMMOdr4ZrGZwUUSCsHRTnz59rLjTfd27dxeE/kfCfLcG8+UUG6CkpARPe0Jp4cKF0rFjx8g52AvBiHloWo5bJo6jXXAZhYUPUS+xFAAseRCmyMtEAn4R0OeTfpXHckiABEiABHKRgAol9C3BPDG1qiGLK9zw3pcUa1nD48YsCjCifDQIiy9MWAgJ+EwAFjHMTUPY/FTSt99+K0cffbTAouWmzp07W+tVrGhy88Tb1vlwNTU1stpqqwkEI+aguQlzxdSS5u7HNixm+EOAEU3o35dffqlvBdYxBD5BFEsISfzBwgj3yV69ekXyuRuoEwFFMA/vs88+s3PVUCb2M5GAnwQo1vykybJIgARIIFcJuAFGXOHm9FfFCHZlJOKh1quWNTwYTyAcnWYFZlMFbIOKzsC0jA0hgSYC6g75xRdfNO1MYgvREWGlQnAPzOGaaRbFRtCNU045xVqiRo4c2WJpcJt8++237d+LL75o3Q0hrjDPDJa6Y445xlrnYM1C8BC4V2K9NFjyEiVYDGGZe8PMpYMV7eKLLxYVgTgH88/g7njJJZfY43C/HDVqlLzwwgtWHMYrF3wQfAQulijrr7/+sta7NddcM1527iOBlAnQDTJldDyRBEiABPKIgAoldDmB2HAtRipMfCWk9epjRvsLZpYIqDNKMgt+zTQapLpD+sqGhZGAjwQQFh/ukBBLySZYsSC4EHERYgZuiHAlRPASuAhi3lpLyRVziLII69YzzzwTCTyC6JCVlZU2LD/mh8HyhQWuMYcsUYL1C+u7IcIjlhX4xz/+YV0WNf/QoUMF67tBUGJOHuanYVFvlJsoIdAJLGoQpVhQHH28+eabbdCRROdwPwmkQqDAPA1wn5emUkZWnYPJovBd9ivhKU/v3r3tF8fixYv9KjbvysFk5OrqavuXd533qcPw2ce9jSeQTKkRQBQwPKmFuw1TDIHHjCh62fwh7We+Q4eHNt3/6+tLZOzdPe2uDdarlF138Pk78S9T9LlGqf3N/GwdZf6uN+352vzdYdoTP9K427x2335ucnf5fka5rLpStfxrr8TrMWHwyc9x6pcLVh18luHWhs9zvNSvX794uzO2L9m1xfxoSBDmTWGIiTXQENERbpB+JowZ8DlZZZVVPBcLUbVs2TKBCEyUEFgEn0G4W3pJ+N3FOWgHokIykYDfBLLgWaTfXWZ5JEACJEACSRNwn3GphSumkPaxrJlGZIkrpD4aZYCRmBuHb3OWAMQL5pllIsH6lYxQQxs6dOhg/1pqT2zwkpby4hgsaghGwkQCmSKgziSZKp/lkgAJkAAJ5AKBKLEW/+mxihF0NyOCRNugc9b0cWOWiDV1f/TRuSMX7iz2gQRIgARIoAUCgRdr8Jn+8ccfm3Xh119/lUcffdRG94FJm4kESIAESCCDBFQooQp326kyWqw5B/zaVIue/nJp5O0siQipIk1Fm19YWA4JkAAJkEDuEtCfvED28PnnnxesKh8r1rCmBSatfvPNN/L444/bleYR3YeJBEiABEggQwRcgZbAkqUBNNCCNosGicoStAeHgpRUzKpoC1Lb2BYSIAESIIFgEgisWEMIVaz14S5aCISwqD3wwAM24s6ll14qd911l43a89hjjwWTMFtFAiRAArlAwBVr7rbTN1eEmIBr/ictU3+5sswNUsWsy8l/SCyRBEiABEgglwjoT16g+oQFEy+77DJB6Njy8vKo6DofffSRrLTSSpHFDxG2ddddd5VXX321WR8Qoae2tjbqr1km7iABEiABEmidgBs3WEVTzFlqOcLuNp2zlm1ukA3x5/zF4ORbEiABEiABEgjmyjTjx4+3Cyruu+++1ormXicsVBgbqQfiDetnQJwhKo8mLJQ4duxYfWtfsSBiJkL2IlQw/phSJ9CpU6fUT87TMysqRa66SWSHbcTc16GoVJm4v/MJLz/H8a/2orLFUiXL7cGOZSY0er+uzTLOd6LRFxeX+f5dWz27RhbIQunctbN06ddZlnRfKhVSKSt0W1HK+nkLs92s0W24wzxbtKmgsLhVNvwcp39hELo+COHr0+8JSyABEshnAupEEhgG06ZNs4sf3n///VEWNW0gVojHmlxu6tKlixVqWOesR48ekUMQcZtttlnkPTYQRhZrc/iZED4WiyzCIsiUGgFYSCG28cfkncBfswuksqpUfppZLztuWyhY0wbWZKbUCPA+TMytvrbJnFZXUx/3e7S6BhajkGiqq2swefy9F2uXh8qrM5PU8D1eXxhqU22lWRev2jX9Je5Hex7BOnTmkYr5vWg07U+8lh/Wd+Jaf6lfKTy0xRQKfBcm+k3B7zYTCZAACWQDgUCJNaxID/fHk08+2S5IGA8gvoBjRZG+j30iPmLECMGfm7Ao9oIFzuNf92AK27ooNgYOXBQ7BYDhU7godmrsFi3G4K+nLFpcb4RagR2Y+Hl/p9aq7D2Li2K3cO2WQ4iF3PdqKqvN92jIyuaesWQpBsAr2F3VNXW+ftfaQhfh/0JZXm1sfAvMYsdWuxXK0gVLxZjcAp9qalc0bSw1v2ENLbLBgrz8HKd+OTEWwGe5oqIiMItiu14/qfeMZ5IACeQjgUCJteeee866M2L+mc5Bw5ctgocgIuQJJ5xgV52fOXNm1LVasmSJtajxSVkUFr7JAwJqiKyoanL/zYNus4vtQcA1ervbTlsanf1tMmdNQ/dniVODzunTz62Djps5TiCRhS/Hu83ukQAJ+EAgUGJt0KBBcuihh0Z165NPPrEBRVZffXW7f8CAAfLyyy9b6xpclpC+/vrrZvPY7AH+RwI5TkCjy1VWYZXg4LuB5fjlyO3uOUJMmjwio/rc4NyCbRoN0l9vy6g++flGBay++lk2yyIBEiABEshNAoESaxtuuKHgz01YR23bbbeVYcOG2d0777yz3HnnnfLwww/btdZgZXvppZfkvPPOc0/jNgnkBQG1ZNTVFRjXsEYpVUtDXvSenWxTAh7EmlqO0K6MCBJtA55NIOn9TstaiAf/JwESIAESyDkCgRJrXujC1RHz2i655BIr2BDaf5999pGtt97ay+nMQwI5RcC1ZCxbZmYLNcXXyal+sjMBIKBCCU1JYFlTSy+yZMTVT+tVr1/9BcsayxrIGDZmfikTCZAACZAACXghoD91XvK2S54XX3yxWb0bb7yxjRiJYCGYiM2Ju80QcUeeEHAtGUsrKNby5LK3Tzc9iDX34UF9JtYS0zaoZU1/wbLEsqYiLSNCtn3uCtZKAiRAAiSQYQL6U5fhajJTfJ8+fTJTMEslgSwhUF9bIEPmifxhlvhbaixrTCSQMQIqlFCBWrhiKlO3XOzOiCDRetWypm6QWWJZUz6uBTIGId+SAAmQAAmQQBSBrBZrUT3hGxLIQwINiwulr1kYG+NouEEykUDGCHgRa26AEVrWml0K1/IIMWuWA2MiARIgARIggRYJ8KeiRTw8SALBJqBBHArNIHlpBefBBPtqZXnrXLHmbjvdUjc/7GpQK5hzPO1NLVN/ufRxowmwkw3JtajVJ2CYDf1gG0mABEiABNqOgP7UtV2NrIkESMA3Ao31oUEq/qdlzTesLCgeAcdqltAN0smjDxLiFZXyPhU4Omcty9wgXdfQRmt5dIClDIUnkkDqBH7//Xe59957Zc8995QhQ4ZEFTRjxgyZMGGCnHPOOYLgbojEvcYaa0Sic7uZEfhtt912k8022yyy+80335QpU6YIonYPHDhQdtxxR9lqq60ix2M3/vzzT7nnnnsiu4uKimTFFVe07WrpvMgJaW58++23ct9999n1ftGfVVddNarEr776SiZNmiRnnXVW1P6gvgH7X375RQ4//PAWmzhnzhx599135Z133rELySMq+9577y39+vVr8Tz34EMPPSS9e/e298bUqVPljTfekNNOO83Nwu00COjzyTSK4KkkQALtRaAxbGmwljW6QbbXZciPeiNCyQgMtXDF9NwNeOO6/MVkS/2t1qu/XPq4MUsCjETxUZ6p0+CZJJA2gVmzZsmYMWPkwAMPlOXLl0eVB7GGY9XV1Xb/HXfcYcVKVKbwG4gbrIurCedhqSUsrYQ1cR955BHZZptt5JprrtEszV7/+OMPWx/Oeeutt2Ty5Mly7bXX2uWbdtppJ6msND7/GUwjRoyQV1991YqOrl27NqsJYu36669vtj+oOyDW7r///hab9/rrr8tqq61muS9ZskQazZfUrbfeapfRAguvCWINayAjffrppzJ27FivpzKfBwL6U+chK7OQAAkEjYAGLAi5QQatdWxPThFQcYFfDRVNMR2MshyZ8PQQJwV+eihqG7LWstYEI+QySstazC3Et+1EAMLswgsvlOuuuy7tFixYsEAuv/xyufvuu+XII4+MlHfFFVfI+eefb/f17Nkzsj92A9a1jTbaKLIbogOWnjPPPFNuv/32yH4/N6qqqgQMIBRhIYyXDjroIMFfrqSPPvpI9tprL7nyyivl1FNPNd/Voe+nuro6OeaYY+Soo46yTCC2mdqXgD6fbN9WsHYSIIGUCDSE5+rgK5ZukCkh5EleCUAo4akAhFICsebOyUKx9Qny4VhKScvTXy4dQ9CylhJOnkQCSgAiCtaQ999/X3el/ArXynrz4V9nnXWiyjjxxBPl7LPPlkWLFkXtb+0N3Cch/mDZQ9lIN910kzz++ONRp0JswlKEdNttt8krr7xiBeMee+whxx9/vPz000/WJfOEE06Q/fffX5588kmb99dff7XH8eauu+6yliW4BV599dW2DpyPuj788EM55ZRT7Dn4D5aoCy64QHbddVc55JBDInVrhs8++8y6IMIqePTRRwvEUUvp+eeflyOOOEKQ/9BDD42yYqI/sDTCUgaB9a9//Utee+21qOLQP1zH4cOHW4skrkFL6dJLL7VWS7grqlBDfogz9B2up3BN1dRS+zRPvFe0A1whuMES91ltbSiEL9qLfmlCnyAU1ZqL/eedd55108Q2+ohrAOZYYxkPF2pqanDIuvPeeOONdlv/w7VFebhW2Zz0py6b+8C2k0D+EghH3KNlLX9vgTbruRVrprYWxFqs62No3pqP1qNElrUsEWuu5dHdbrNryIrancCSxd/Lb788m5F2dOm6pqy2+r4plY15TRAjo0ePls8//1zKy8vjljN37lx7PPYg3Oc0rb/++oL1cA844AA59thj7TwmzGWDayGsa6kknbM2bdo0WXnlla0FbPDgwbYOLQ+CChY7iB0IALhcwkL3j3/8Q8aNG2ddK0tKSqzlbIUVVpCRI0daAdW/f3/ZZJNNZPz48bLeeuvZ+XXTp08XDPzRZtQNy9uPP/4ocPeDUKyoqJBNN93UHocFCkIMIgn1QLhhHeDtt9/eWuIg1GAd/Nvf/iZwpVx33XW1yZFXWAwxNxBiFuc999xzsvvuu9tyhw4davsDF0y4LEJowk102LBh8uWXXwo4wJoJt1MsaQWh9+CDD9pj6Fei9MEHH1hxF+845p89+uijkUOttS+SMc4GBOizzz5rRVPnzp2tEIQFE26WEIOwwKIvSOCH6wgLJjhAnEM4guHPP/9s3TMh0sAYfYf7Le5JuMuibDwQgDVX3VhxTXE/6/s4zcuKXRRrWXGZ2EgSiE8AbpCwqhWY38mamgLztCp+Pu4lgbQJeBBrznjNVud7xMNwQB2JtaxlyX3vWh4zEoAl7YvMAjJNAGLt22mZmffUd6WdUxZrsKxgoIyBP6xFN9xwQ1wUEydOFPy1lFAWAkycccYZVtiMGTNGunTpYkUSBtUQR8kmiC4EHPn+++8jA/vWyujUqZM888wz1lKEYCEY5MOqA5c/JARAgYiAhQki9eSTT7aBViDOHnjgAUHgDQQUUcHz8MMPR6q85ZZbrNDAPL1u3bpZyxyCqMBV8+CDDxaISsyxu+SSS+wcOAhDCEFX1EYKMxuoC8xhBUKCWOnVq5dAUEGsIaE/4FpYWCiwDkJQwZKIawZhCbHy3nvvWSsZLIlbbrmlPS/efxCe8+fPFwhrNz3xxBMRqxf2I9gI8nhpn1uObn/88cdWOIIzrGpIcDPdfPPNLXvsA3u4XqJf6M8GG2xgxS3E2osvvmjfDxgwwM6JA0fcp8g7atQoK9TACAkWR/T7qaeeigRVgbh2raE2Yxb+R7GWhReNTSYBJYABHwwdOnbNyMLYc00F9xlJ+C+jCFfXmvmadwRUrOFmUwtXDIRYsea7ZU29enDTI2k0yGyxrDUZHzKzaHiICv8PMIGevbaUbXZ4LCMtLCtLPA/MS4WwWMFqBMsEhE28hMFwvCAhiNroJlgyMPcMESQxYMcgHINsWKNgFRo0aJCbvdXtZcbPH+50EEZeEwSezrdac8017Wlwn9MEMfTXX3/p22aviIAZGyFTM8GS1rdvX7nqqqt0l7UCwaKGoC1bbLGFoM61117bWvYgUGDxiuWkJ0PUwcr09NNPy3fffSdffPGFtea5QV9gnYRIQcIrrhe4IMF6tL0RN647I/qqbqE2k/MfLJDIi6AubrrooosigVxwDO8h1ry0zy1Ht+EKCo6wdmpCP8AO9wXcIOHyCKsu8uEPlkpY1yCiX3jhBSvCcC76gz7CSonInd988411BUVZSB06dLCBchDBFJZiuPTCDRIuo9meKNay/Qqy/flNIDx4LRKMAgvMWmsiHct8RvKtKe97I9a+pljzmWx2FQeBBjMuhFICSxYsvW7y3dVPyw+NV8zkinBt2SLWtP2m2e6adC4zbuc2gQ7lvaWv+QtqgpUD1hUMdmEFi02lpaXWSha7330PixUsMXDXgzUMFh78wXIFqwkG0whqkUyCgEFaa621IqfFWql07pJmiCeMknGH6969e0QcaZn6unDhQunYsWPUcVjvzj33XLsPVi4IOvQV1qF///vf1qIHS98OO+ygxUReIZLhBgk+cJfcb7/9ms0fhGXNTWCrCfMAY+eoweUzUULfIJghmA477LBINoggTVimQZOX9mle9xXtQl1u2yESYRVEe8EQ7puYXwixhfmJEHawys6bN8+KTQhFJLg9wl0S9+C2225rOUGswtqqCfct7jW4T8KqhgifcHnN9qQ/ddneD7afBPKSAAbD+LouwiDapGXLCvwXa2rNyJIBcYhE6v83xk68Sr2o3DoTQgMiCTec3hMxPYwVIPXhOZUx2VJ/q/XqGEV/wRKIx9QrytSZ4Q+qKd53IZupJrPcvCMAixisKXBfTCVhwA/hgTlX7iAdAgZWELi8JZtgwYJ4UNc+WGDUqoSyUCYsWm12jqrZAABAAElEQVSVIBohMBD4RK1diCaJwCSw2GHOG4QQRBr+EOACc+cQKCRWrGE+HOaqYU4a5lwhQchgXlaDxy8KuGpiHpibElnVNA/m2OFaQ+DA4ukmCGG9Tum0D5xgbYTlT62UsCBCeCFwCBJcIbG+HVxl4UIKt05Y/iDSwBLzH5FwP2K+H4KQqFDF2nCuSIXLKNxNETwGVkqUmwtJn0/mQl/YBxLIPwLhOTz6QYZlzfek1oBw5Enfyw9QgXVf1EntaKMIvglQo4LSFA9irZkbpIorv/qg96Le8HhFdJ3kx35+tchzObFjLs5Z84yOGduYgLpDwhUvlYS5Q7CYYO4X5irNnDlTsFAy5g5h0I55Ry0l5H377betuxusIygPc8cwL0sH6ZgfBhc5zL2CEDr99NPtoD3W2tZSPekcQ+AUiEMICljZIEAwhwptguUHCVZKiAaICbQR+dQd060brpqwAsIlE+IMc91OOukk6x7oukG658RuY508uPzdfPPN1n0SboQQji0lBHuBgNxll10sW8y/g9CGNRCiByIL4iid9sH9E3MU4U75ww8/WGYQprCsbbfddrZ5sH5hbTa0V90l8YoIklisXROEPgKpQDziOuPeAl83ciTyQnwiKAkseBq4RMvI1lf9ycvW9rPdJJDXBNTtDONVpIyE7w+XnQ0D4hCF1P+v/9WoAQiMaDf+1AvMpTNVrOFXI4EIixUkvlvWVKypZQ18YV3LBrGmnyO02aRYVqG9/J8EgkEArnGwvKSSdD5Sv379rHUIwSEw+MdcI1h7Yq04sXUgeiAG8hARZ511lg3NDiuWBqhAfogziADMCUMERISChzudO2crtlw/36M/CDgCQYF+QtRA5GJBaSSISVjKEKwF8+zAAC6OeB+b4K4Il1NEX4SIAT9YITHXCnO+vCRYHBEUBXXC7RBuhJgj11KCCEMfEKwEi5ZDXMM1Eu6qaO/XX39tXVnTaR+iiiLkP9wSwQiWNsw1w30AbkjoL+4JuJGussoqdh+uJSx7EOqasMQAWOJ6w/IG1gjdD4umG5of1jm4UOJV5yxqGdn6WmDUacxPSLZ2xVu78aTAq1nZS4l4yoMPF56ELF682MspzBOHAPzI8XQk9glJnKzc5RD45OnuUvZRuTSUNMor/Qpkq6ENss3Q2U4OHzZfMWU8YkboO5uvilG5/XVRNrmDVD9q1mwZaVRB0zx0HyDmQBGnGhc+ePF1N38zzd/9ze+Fb37oJC++2tVkazT/CuTQ/edKn14+KqkHTAPeMn+XmesT+k0X+T/zvrNpz9XN22P2BiYhUutN40KDEzTqwL3nySr94vtvwvUH4aiZUiMAqw4GdZgvg6fw8ZIOFOMdy8S+ZNcW86MNGLS3d8IQ87fffrPzhiBA/E4Y08F9Dte8vRKECD6zalGLbQcsZrgWmJPVWoK1DuIlHZGB9qy00kpJC1csR4D7FKIzUUqnfbCKQUz36NEjUfGe9iOKZUtzJzFfEsIPlmEIxFxIeCbJRAIkkK0EwpaGgvBrRixrakXxccwdVNyNleEBfx70NelrgHsM89Vh1WqEamsujhrDc9TMA1upNQx9d/UL3+e2DaYFNuFXLL7mCWcIxkvsfL4GXYYgGM1jK0ggIwQwOMfaYJlKsLK0d2pJ3KBtEF9ek1qWvOaPl6+19sQ7B/swv9CdYxgvXzrt8yvQR7zAMWgrrGsIRAOLGyyzuSLU0DeKNVBgIoEsJdAYHvBhnTWkZRUYRPucdICcBwKmsTLMzs7Pay5GfCabXcUBh50jpozMa8wviPppqFjzf521cN2uA3+WiDV1WQ73wESD1C2+kgAJkAAJpEsAro9wB9XgL+mWF6TzY35qg9Q0toUESKA1ApEBoBFUHcoaJSPrrOWRWBO1rKk1sbULkE/HcR9AJOl8MTCK+QVRAVJcDCVSIL5bj/Re1DaYWqy1T0U23gc0NbOs+R0pM6D9ZrNIgARIoC0IIFoopiR5cTdti/b4WYf7fNLPclkWCZBAGxBQSwYGxl3MEizLMhENUi0APljW/pxdItO+K28DMqlVQTfIFrjFijUVTs4p+vAAljWkNrGswTUzK9wgLZLIfwwwEkHBDRIgARLwhUAuCjWAoVjz5fZgISTQTgSceS9djAZaXl0gdX5bhdQC4INYe/ejzjJpSncTSCYD7po+XIKIWMuCwb8P3U2uiFixFuc+U+tRcdjy1SZz1rAIfBYsK6FCVqH7zkYL5isJkAAJkEBOEaBYy6nLyc7kGwF3AAjLGlJlpc8fa7Wg+CBgaupCbasN6OC6UQPHxREiIbp5/L+KNb294jBSS69a1ny3Hum9qG3A5YBlDak69BLU/1XIavvUZVTf85UESIAESIAE4hFwf/LiHec+EiCBIBPQwatpY5dwVOCKSndCjw+N1zp8sKw1hAf4vg/ifegmiohY1pLp60RjJXzNpwYEuRgVazpPrQWxVmLnrGUgGqReF/cWV7GmxwLK0H2wgiYG9TMQUHxsFgmQAAnkLQGKtby99Ox4LhDQUOnoS6fy0OSyyiqfP9Y+ijVdJFlfg3YNUhJrrxqxhrW/cj2pWNPbS+8Lp9+xljXf56xpndoG1K3i0QfLr9MV3zeVjRZMN0glwVcSIAESIIGWCOjPXEt5eIwESCCoBHTwatrXKWJZc0eyPjRc6/DBclEftsbEWhl8aGX6RUDrLg8X47WvKhD0Nf1WBLeEUIDHpmiQcRiptUjdIH0X5XovxrOsBfwaxIozZRXcC86W+UmgsNDn72U/G8eySIAEAk2AYi3Ql4eNI4FWCGikRpOtEwItmETLWohD0v9DqCnPOEIkbnmaL+BCIW7bk9lpRZKxHhYaQCqU4rpBhiyMxUUhkL4LEhVr7rg3S9wgdY5aoWEI4RY7hy2Zy8G82UegwfcPQ/YxYItJgARSI+D+5KVWAs8iARJoPwIaqdG0oDws1rJizpqKovYj17xmDS6CIyrCmueK3qOCxWv+6LOz550rklSs6T6nF+rqp5Y139dZU97uL5c+cgy4YFaxVpQpIetcB26SAAmQAAnkDgH3Jy93esWekECeEHDdCTuqWPN7zpoKKx8EibrF+T6I9+N6u2JNRUFr5Wq+gAuF1rrR6nG9B/CLoWJN++6crIIkItbiCDone/KbKK/ANMadIqiWtYBfA51fmjGrY/I0eQYJkAAJkEAWEKBYy4KLxCaSQEICOog2GcrCg9Yqv8WaDrh9GAzXh9eFC6RHkCvWvPZVBazX/AkvZMAP6D2AXwz91Ygj1posa6EbU8W5b71DnSoWtdBsEWvhz2qTkHUVp3aGryRAAiRAAiQQTUB/dqP38h0JkEB2EHDcIDGdCKnOWSg7tCfN/3WgHmdwnmzJGh0wkPN1XLHmta8q1vQ1WSDZkl954BdDxZLuc/qgQTRKwq6Jvoty3Iuxv1oq1gJ+DZRFUfiDqu8dfNwkARIgARIggWYEYn/2mmXgDhIggQATUCFlmgjvMAwE6/xecFrr8MF6pO6PgRyoumLN68BfBUujsZJ4PSfAt1PCpuk94Io13eecFLGshQVd21jWwk8pfLg/na74vhlho2vQ4Z5hIgESIAESIIFWCFCstQKIh0kg0ATC41S0scGIBbhY1amA8KvhOij3odyIZU3L9KuNSZbzw89l8uQLPaSm1hkwpyLWXIHmbifZnsBn1+vlirU4/W0mSPQ8vzqI8mJ/tbIlwEjYCs4AI37dDCyHBEiABPKDQOzPXn70mr0kgVwh4LhBNhoxVWJcwjJmWUvTvTJkTQuJI3WXa6/L8MNPHeTnXzvI/AU60jctSVesBdyykxZrfSiAyxeOZihxhFiTWAvV5vt1xgMDdcPUDmWLG2SYYXG4/b6zUR58JQESIAESyCkCzkglp/rFzpBAfhDQQbTpLSxrmCtUU+NYi/yg4A7KIUh0cJxk2bogNk5TC1uSRfiWXef1RbWjyuEWx2oUt3LX2pjLYk3vAdey5vY9DEfnImoQDfeax+WX7M4stqypkKVlLdmLzvyZJPD777/LvffeK3vuuacMGTIkqqoZM2bIhAkT5JxzzpGysjK58847ZY011pBhw4ZF5cObyy67THbbbTfZbLPNIsfefPNNmTJlisycOVMGDhwoO+64o2y11VaR47EbixYtkptvvjl2t31fWloq5557rnz11VcyadIkOeuss+z+b7/9Vu677z6ZN2+ebcOqq64a93zuJIFsJkDLWjZfPbadBByx1mgEBgbJtWlawJpB1YE6DngVMc0KgUBrEkMaxjxOtjbZpVEp9dVWmoplzRUsabBpk06nU4neA7AKqWXL7Xu4bF1KoljnZTnXPJ3qI+eiTq1fd+rDg4CLZbWkNbHRDvBVCRT/NF8K51XoW762AYFZs2bJmDFj5MADD5Tly5dH1QixhmPV1dV2/x133GGFUlSm8BuItU8++SRyCOftvPPO8tJLL5nfpWJ55JFHZJtttpFrrrkmkid2Y+HChba+Z599Vt56662ov3fffddmh1i7/vrrI6eOGDFCXn31Vendu7d07do1sp8bJJBLBMzQjinIBN77pLN8/lVHOWrUXCktdUbmQW4029Z2BHQQbWpsMANZ85so9ZkKMIJepSFIXGEUZdFqO1qRmurD/YgKdKJiDZrSaz/dfAEXC5HOp7Kh9xke7+kjvjhiLbLOWlhQuQI9lWqbnYM6S2P2ZolYa25Za3p4EdOj/HxrJtv2uG6K1A7sLYtO/Xt+MmjHXkOYXXjhhXLdddel3YoFCxbI5ZdfLnfffbcceeSRkfKuuOIKOf/88+2+nj17RvbHbkCMwQoXLx100EGCP6SqqipBuyEIYdVjIoFcJaA/u7nav6zv17z5xVJRVSRLl8U+Ts76rrEDfhBw9LvOWcMAWQeGflQRNTfJFSdJFu4KI7UyJFmEb9kjbpCuFVLFWidTjdd+uvnyQaxBX+hXURyxpvddRkP3a/16N6hYc6+FHgvQa6yQ1fcBamK7NqWgul4K6huloKqmXduRr5VDRI0dO1bef//9tBHAtbLe+ECvs846UWWdeOKJcvbZZwvcHVNNH374oZxyyiny66+/yvHHH2+Lueuuu+TWW2+NFPnggw/KAQccIHvssYfceOONZh53wL8cIi3nBgnEJ0DLWnwugdmrT6ar/Z6HFJgesiHpEChwwn+H5qxBvRXYiJA6YE6nfHuuWlXwJg1B4lrWXOGWdvtSKEDbop8vW4R6AMGT5k+PhbpjgDTYeKyt/bLpPYDHeyqWdJ/TKhVrsPAi+X6dUWfsI0b9FbORPZ2nF7YFwflPXX+b5qzRsuZenQJjWbOpLrjX0G1vqtsz538gb/14S6qnt3jeKt2HyI7rhOZytZgxzsHDDz9cIIRGjx4tn3/+uZSXl8fJJTJ37lx7PPZgo374zYH1119fNt54YyuYjj32WDvHDXPZ4KYI61prCWU1xHx5FBaGPvg//vijPPTQQ3LBBRfIJptsIuPHj5f11lvPzolDuSeffLJMnDhRjjnmGOnSpYtce+21grlzzzzzTGvV8jgJBJaA/swFtoH53jD9vqJYy/c7IUH/nQGztayFP9GICFkSnjeU4Ezvu506JI41xWtBrutjUCxr+vmyfag0/5vxc4GxrDVaEexh0OjyyDex5vY9fBOoINF5WVFi2OuN0lI+1KliUfOpZS3g/NWSpmx0fp92I+9f60JfNAXuF0UOQllWPVumz3k1cD0rKCiQcePGyeDBg60QuuGGG+K2EUIIfy0llPXGG2/IGWecITfddJOdhwbhBFdFiKf+/fu3dLqd6xabAQJyo402iuyGGyWEJcQZgqMgcMn06dPltttus0FRMAcPab/99pO1117bCra///3vkfO5QQLZRIBiLeBXSwe11TWxj5MD3nA2r20IOHrCrrMWHriGLEfOwXRa4xaTxoBYrVloSnuPxzRKodsmG7ofD5NLYPEwnUZfVQiYzbjJFSyulS1u5izeqYLdtay5fQ93rUmQhHboIui+9RztiP0q1GuUxr3pW/taKEgND1i4Hsl3IdtC3dlwqCAs1tr9yyHDsNbtu5ucN+z7jNRSVBg7oTO5alZeeWUrrjDPbJ999ol7MlwP4wUJWXHFFaPyw4p2zz332AiSH3/8sbz++utWDG666aY2cMigQYOi8rtvbrnlFkE+N0FwtZYQ4ARWOdT3xRdfRLJ37tzZBj+hWIsg4UaWEaBYC/gF0yf/tKwF/EK1U/MKHCHlWtZqjWVt8ddlUtShUTqvmeYcEB2oo49pCBJ98IBiQpYrbLVPisxZc/tm3CALOhqhpt+KXsSayyPgYiEt0nqftSLWVJDoWmK+i/J4ljX3eqXVycyerPd/xEVUmWa22uwpvTak/gtU8WdPy5NqabERVMWlKyR1TltmhrXqiSeeELhFwgoWmxBCH1aylhLcDufMmSP777+/FBUVyZZbbmn/YAXbYIMNrOXryiuvTFgErHtbb711wuOJDmAuHCJPYpkBWPc0Ya4cymQigWwloD9z2dr+nG93RKxVxz5Ozvmus4NeCDgDvgYj0NTFChajPx7rLiUr1MvAU+Z5KSlxHlfQuOIk8Rlxj6g1Cwfd7biZM7xTFw6PsqwZN8iCviY4S0kYarivaOt3P5bL19+Xy6YbVsiaq4fCWNsmujxyWazpPdCKWNNxtt6HKlB8uZy2DWYAFrZMRcpUy5p7LSIHg7PRJGRD9xfdIKOvTb5Y1qJ7Hcx3sIhh3tmYMWNSaiDWPsPabLvvvrt06oSITaEEC1ffvn0zFvBjrbXWktraWkE4fxV7CHSCeW1Y542JBLKVABVAwK+cDnZoWQv4hWqn5rkBRrDOmgYVgRhpMAEXGm3QhTQb57q7pTEgdt2+dOCaZsuaTn/ADOJfa3rb2paKNP182YiXJohPgXGDLAg/wmow4uvDqZ3k7od6y0uvd5dfZpXJ9J86RBft8nC3o3Nl/zu9B/CLob8aus/pXdOctdBOfdjkZEl9U+vL1jlr4TXnNMCI+3lIHUrunNkk1pwnULnTvazqibpDuq6EyXRgr732ko4dO9p5ZFgzDYtiT5061UZxxNyzkSNHJlOc57w77LCDjUB50UUXyddff23XjYPgRARKrsHmGSMzBpCA/uwGsGlsEgioG1EN56zxhohHwBnX6DpryFYLz0cTJKPRDU0f73wv+5w60nGDdK1pvg5U0de3jFh7t8ntpbVuaVv01c5XMydZN8iwGPj1l1J564Ougvmi664ViutfGyt+VUCgQlrWIktGGE8km3y9zq51L1R86P8ssaxFrI5FoQ+Ur0LW5ZGt2+FokLkeYCRbLs9hhx0mw4cPT6m5sJ5h3li/fv3kkEMOkQEDBsjQoUNlypQpdu5a7Hy0lCqJc1JJSYlAHFZWVlp3SwQhwVw5RI9saV23OEVxFwkEikD4JzVQbWJjHAL6pJqWNQcKNyMECnQAa/ZYy1p44FoXdpvFvrSTU0c6Yi1ixTIN8nWgquujJdFXnbMWaVO4DFeszZsT+nocsctCWblfjXWFxFzAqOTWmQ9iDd1Xy5a1FLlKHnMRQ3SKMyFIVBhr/Xoh9Fcs4PyVTVG4vSnN2/zNdBqfx/7a+dx5LagNf9HoE8rc6Vqge7LFFlvYoBzxGvnCCy9E7f7qq6+i3rtvamqi50bDOjd58mRb9m+//SYrrLCCwA2ypQRR5y4BEC/vqFGjBH9IsJbF5sfabu+9954sXrzYulvGBj6JVyb3kUDQCejPXNDbmbft098tRoPM21vAc8dhWdNw/XXVIVHhi2XNJ7GmrofoUEQkee5dCxmTFGsYNOtAOdayJuWGW7i/C82C9Eh9e9dKSXgeW3PLmiPeAi4WWiDY+iHVZPDFULGk4sk5W61HhQZLoZlb5l5zJ1tqm3ofxvqDqGUt4Pz1AUWTG2QKGG43YDFl8ka9ICmUEdRTIpa1HOxbUJm3QbsQ6GO11VZrg5qiq+jWrVv0Dr4jgSwmEPuzl8Vdyc2mN4QXPaZlzZ/r++QLPeSpF3v4U1gASomNBqnuZ3Vht1lEiEw76SAZBbmWpCQL1gcPOE0HrkkWET+7ijWPfXWtYxE3PbWsYS58ePC/aH6RdCyvl86dGgTRDQsMbPdc2xi3zlgXyfitzc69eg/gF0N/Ndy+h3ulIrjA5MEatr5eZ22DikUlqY8cAy7WlE2T1dER+tqX1l6xFiD+cjDRspaDF5VdIgES8IWA/sz5UhgL8Z+ADnaqGQ3SF7h/zC4VPPXPleSKNayzZlz2baozwTKQfLGsuQ+60xFrzvy5jFjW4ogHCyHmv4g1zeyPbKtYg2Ut3MeaqkLps0aTAoDVspllzeXhbsfUmfVvVShBqOmvRhze6uqHzxjWE/P1Omt9KhYVKm51LADfdKn0SKBe9btcLWspRYPEdVAOgepd+o0pCFvWRM2z6RfJEkiABEggJwjE/uzlRKdyqRM62KkJD75zqW/t0RdwrMklC4gjpNx11uojYs0Hyu7gMI0BsQ5W0SJ3O+0WqmXNo1hyXfP08yVmjTUkd84apl316dXUYbhCtijWmrKGCsul/yNizUBRy5Z7X4T7qtc1ZFmDWPMRgpal9btF4yGFx+vvntaW2ypki8yvLqy0rqXZczvAXDl4PilLMoYXxbaPmVKCkyX9ZDNJgARIIEkCFGtJAmvr7DrY4Zy19MnXmsEcXJEwWNeBU/qltm8JsKw1hM1rsKypG2RDRNwjImSabXQHh2mU5YqkiPthmk2zp6tY89g2DS6CcyNtCruWQawVlNjhohSZm6RPzyYFYC1rdTFfmU2HA2/ZSQu13gPoviKIw1s/V6E5a4hmG2KZVt16stan9et+vMLaF3CxrC7tWKsXLqIaPMrtRqvbuN/gGu/ed62elB0ZIqH70VyKtey4aGwlCZBAmxCI97PXJhWzEm8E9Mk/56x549VSLnf5g1yxrkGn1Yc/xVHrrDnWw7RdIXWgDrhpDIjd8VdKLmCJLq7O4dHBfKJ84f31TkTHSJsiljWTKezm58my5taZgwPoCEq9B3CvqWXL7Xs4o3qwQZBYN8g4eSJlJruhbdD6w+f/OqtUalFhwPnrgzdY1QrNn7JKCoMy8JNrUg3IXOaC2qZOFdSbLzYmEiABEiABS4BiLeA3gv7AQ7TVBXwwEnCUUe6PzdzZgt74BO0zQ1T7oB2H3XXWmixr5ni6940OEFFJ03gK75JKESuWOctXi0tYaHkdrIe9rWzb9WGIVIJk2A0yLNY6FDVIt65NHYYbJKxyaj2yJ7hs0xCytqwg/6f3gCvWdJ/Tbg2ioQFGfL3OeilifrX+915XWVZjFFzA+et9A6sa/lJio8yVhcM+6zfdD2bkKUrW94odIAESIIG0CehU8bQLYgGZIaBiDaXDFbK4WH+tM1NfLpfqzvvLGbEGN8jw4DW0zlroiXSDYz1qMAKjSNJ4Uu2eai127g7vd0xEGJlT3PvaewkJcoaFllchGWVZ00GvulKaACM15iMG402PTq4Sa1oWAREhS8Oh/KPqDLhYSEDP22695LjX1LKl7JwSIoIEljVjmvT1OutXn9Yfrhefa3u7B5y/uj3qsgZJW5ft7Rh6qOD1wYRzaQK/6bpBYmFsveUC33CPDSyEQmciARIggRQIUKylAK0tT3EHuHCF7NSxLWvPrbpy1Q1SxVponbXQNWuIcoNM8zrqIBnFROuXpAqORF40Z6XkApaoNhVadpmL1od4cS18ETfIAllSVSQ9TBSHHp2jO+uutRYRa26WgIuFRPg87dd7AONNHXPGE2smHzwSkTA2db+/QnvT+F/r0/rDReHBS72pFHMzw1WnUUnmTtV7vsBEyQyxSbIu7T9Oc7eTLCaw2TUapO1f65/jwPYjQcMafH1ykaAS7iYBEshJAjE/eznZx6zulOsNwvD96V1Kd95fzljWDJJGTFwzfxisRgKMRIm1NIewOlAHflecJHk5XLcvXwfxKtbQHg+CyR0TQuDaFAkwIrKoMvS12L2jHgxl0QXHo+4dN4uHusO1Zd+L3gNAo4/43L6HewRBogYEuyi2nudHj7WsWMuaudfrjLmqAEtDaB4/6vO5DB2ra/AVDTjiuRq3b2l8Dj3X18YZXcsaA4y0MXxWRwIkEGgCFGsBvjwhl6KmgbYrNgLc7MA2zQ0qUhMb1S+wrW65YWaIauesFZgBrLvOGrY1+RpgxClXy/f6GmVZcweeXgtIlM8Vax7a15plbeGykBroahbEdlPEsua4mEaJVw91u+Vl1bZeL/xi6K+G7nM6gjlrECNICFGvc9hCe9L8Xy+H1h8uDm6pEGs2BVgwKwtYHiFkVbx5pqL9xwk5eK9FFsU23YMbJBMJkAAJkECIQMzPHrEEiUDsjznD96d3dVx+UdaR9Iptt7MjIfnNp7jAzA9yLWuNrmUt3YGdO25KoyzXmuZupw3QFWvugDZBwQlD95sBdEFZgcxfGhJr5THzQ+Na1lweARYKCVB4361c8Yuhli237+GS8J3V5AYZcmVzRbr3CuPk1DZo/SZLrWUON8hw/gBfA3WDhFCDtkz6M6D9R1fd7XDXU31ZvrxAbn+gt3w4tVOo3LNM4yYq0FRLTeG8KJN37rlBpkCEp5AACZCAJaAOLUnheOqpp+SGG26QX375RaqqqszT0+ZfrAsXLkyqTGZuTiBWrLkBMprn5p7WCLj8XCtba+cF9bgGKMBUrYhlLfyJdq1p7nZKfYFYKzafcViU4gzQvZYZbdHyepaHfEmKtbjtwJy1cpHl5nXJ8tAzrIKYAXFJSUi1wpITSZoHfAIsFCLtTXVDv+LRdRVL2nenTGRDJEikonA+uL8i2EjaSR8ahMtHeXotssKyFm5/0CxrS4wludLM05w736wsXmGgzjUXeaYP1yvJC+66QdKyliQ8ZicBEshpAkmLtffee09Gjhwp5eXlstFGG0nv3r3Nk1Rn8JLTuNq2c7FPXl3LUNu2JDdqcwVaTljWdMFh8/GzljUjIkpUrDmCImKBS/UyYpBZZv4g1NIRazrYNsVoZDyzmX5yxZqH9kU9wFeTDMroIPLH7EKzyHj4+8wybBq0RtwgHaultXBgzqDySb83wSxBr51rWdN9TovxAEE9EmFBQop96ORkT25T61OxaM6urQ0pNwQYsSnAglnnqGFOX0rBV1xx7G4nR7FZbv2dsZ8L5efhc9SsoHR3uB/MuqbPXbrF8nwSIAESyHYCSYu1J554Qjp06CBTp06VtddeO9v7H+j2q9s+FlHFfAfOWUvvcrnRIHNBrEXmpUGsYQ6MGcBpgJEmvzAjjFSQpIoPg2Tz0N2mNAZxcS1a4WLTenHFmodBbJ0jZPUzJggw0k9k3vzCJnQxZUXcIJ3zrXjFtyj46EA3TmfgrgfrhbtuW5xswd2lQgnaKKSP4rri2Tlr4eMaaCQkBnwYfOv1CItAwFLLmi4Mn87DhEzDV0s4FsS2Yi1ZJNp/NDSNz2FsP/UzYD+feg/7WH5sfYnec85aIjLcTwIkkO8E9GfXM4c///xTNttsMwo1z8RSz6hPYss7hEZK1dXhp8epF5nXZ+aaG6SKn0YzeIUbJNZZwyDQintnsJW2ZQ2DSliOkHQwF3qX1P+uhUWf5msBP/1SJuMf7ylLlyX5lYS26aLYKMwd0GrhMa/KzWaHdRKsIMCMG2St2Y5o25i+RsSaa1nDuR7E2mtvd5N7J/aSrP0Mq7DA5cEfrIlxWLtz1orawLKm1vK6rLCsGW5AZ/hBsLmfh9CRVv53ebvbrZzW2mGsw4hkPxf6veFj+a3Vr8ddN0hGg1QqfCUBEiCBpmeknllAqMGqVlkZjnXt+UxmTJaAhhWPiDWzKDZT6gSqnUG2uk+lXlr7nwlxZpMZa8ENUu+XYsyfcgZbja4lKJVm+2VZU7dN04bYgerM30plzrwSmT1XTXgeG2qtaqHBpj1DmbRwuivWLDMVe0aswROrXv34YsqK6waJPHDLi2dZg9gLf01WVhn3StP/yvB8uBaaF8xDej/pVxD6rPucFmP6suomtay5vJ2syW9qfdoGU0Jd+DOd6JolX0nmztAHFOATYlPQ7HPQYu3af2Ryt1s8qfWDalmzFme95/W19dP9y1HrdKpenw74VzxLIgESIIFsJZC0G+To0aPl3nvvlTFjxsjll18upaWlWdX3Ll26mB9K59c+zdbrfL2ysjLp0aNHmqVFn94YHvV06Vwk8028lkZj3vC7juga2+9dsfHfKykpkY4dM7fqd2NjkxAoLMx+lkXVoetVUFQgxaVFgrEO7u3SEhPQ3xFGHcs7m/smda4LGxdLUXmRGR/WG11SLF17dE7pRiksDPE3iw2YAb1ZeNr5vJSEJ9sVFnVJqq0NdQ2yWJZG2tOlY1cp7gElkThpXcjRaHrUtaSbLDFllHYrNe7GxcayFho0lhaXSaceRsGF0wo9Qt8bRSUdTRtDpsZFjUusUCs0USTrTVt69Oiu2WXZFRVSN71euv2ni+lvqO8dO3YzebJvILq8rFqqjAmzU5fOUtqjRBYWmXvCmIi69ugS6a/dMPugdfG7UF4eEtGdu/jT55oONSb+RZWUd+4oHcL8/5obuib6PKJzWRcp6ZH0z1p0HzL0Dt9vSD16dDV8Qvdot249mlyXnXrxOXY/HzhUN7/O3KWIACLSqUPoOtg3af43x7j+2lRQLF06dLF1FDYWSjfTzrZMRc6S5l3M70Cj8/2QbDuKwtFt8HuCaRtMiQn8/vvvdky35557ypAhQ6IyzpgxQyZMmCDnnHOOYIxz5513yhprrCHDhg2Lyoc3l112mey2227W80oPvvnmmzJlyhSZOXOmDBw4UHbccUfZaqut9HCz10WLFsnNN9/cbD924Dvl3HPPjXvMy86amhrzcKTB3g9ffvmlTJ48Wc4880wvp8odd9whffr0kX333Tdu/ttvv13WXHNN2XXXXeMe153V1dVy9dVXyxFHHGHjPej2qquuqln4SgJxCST9q/a///1PevXqJdddd53ccsstssoqq0inTibkb0z64osvYvYE4y0sgvGiV6baOvyo4kus1kxKWbq0adCYannueUuW4Ae9zAy+8Yi+TCoq6n2vw62vPbc7d+4s+DLFX6ZSZSUG0qFBUkWlGfg41wsWAYQYj8z5ylQjfCx3qb0/OhjBYf4VNJh11ortj1GRGS2H5qmFBsuVy5abvoaVXZL1N4bjjVsBY9DVV6d+D1bXdLP8i82Ytc4EEHD5Vy2HACyWhYuqzX53ElrLDW6cGy18KpdWSMHSUL8TnVlZhe+r0Fcf2lExb5nNWltca+4/I0nDD0lqq2pMW5pMDLW1GGyXyrJl2B8ymTXWmvrN7npEOzRZlyxZYoRZqP66P41JcrHI0nlLzXzT0L23eHGldCpvKjNRG4O2v6EqxLmqukqqlxpTJO6Fmoaoa4g2NzSUmiA3Bfb7MBSyv1yWLqmQspKQAE6nXw2VoTZU11ZL7dLQ98SSpRDNpRFraKXhW9jK9U+nDemcW10D8WMiL1ZUmN8giNwiWbzEPCQIabiooiHU3M8HDjYuDfUf21XmM2KvA96kmZZV4IFrqbn3G6TC8ENqqIn+fNqdGf6va3VtZDpklfkc1zrfz8lWDYEGcbzchHfFADleoogLUZk1a5aMMQ/fH330Ufnss8+ixC3EGo6deuqpdpwD0bLTTjslFGsYG8L7CgnnXXHFFVYAbrjhhvLII4/IRRddJFdeeaWcffbZocpj/kcUcZy38cYbN3tYgaB2qSaUC5H43HPPWdGI8ek111zjWaz99NNPcskll8hee+1lItuGxhDaFgjRE088UV5++WXdlfAV9yP6t8suu0jXrl0j2xRrCZHxQJhAcbIkcNPjy2/o0KHJnhqI/PVmBIGnK34l/eCizLo6fwdhoTWE8ESp3gwAG2W+mc9z0nud5dKNF0vnkqYfbr/60p7lgB+ujd8M3T4td3Rgtdl263r97a7y9fRyOe7QOWbwlB1sa8JjEITuF8wPMhsIYlBk3CALGpqsxxhUu311mbS6bedtmbIwRwnfFuZ9qmXVhz8eJWb9snrj5uSWA9GEVGHGiu5+u7Ol/6zOcvpqxGRrwRdqzEBUk3V7XAYhUSiNHRrtnLWGsBtko8nntqUwvD/q3oFJBw/u7Tepsa4tN2Xp4NusX2XASb0pX78allencS200e3xaq+dceU0EyBtYBtjzYUrnssHzcJXK+Zk4YEYvrOQaozJNzafPZDsf+F7scFYPjW4zvLlIdgaur/BXH89lmzxmc7fEHbtazANNA6Qtjo8HMD8tXipGTPzeS+G+jcPZupqevjWz9ra0DAA9yj44bMg5vPYrP54jfRzn+MG2WAmj6ZTv/7GZ+J32c8uB6ksCLMLL7zQPohPt10LFiywnld33323HHnkkZHiIN7OP/98u69nz56R/bEb119/vbXCxe5P9T0sdt9//32qp9v2YrmqV199tZn17MEHH5TVVltNdt5555TL54kk0BqB0Ld0a7mc48ccc4zgjynzBFRTYqJ+aWmjLDbzXl75o1z2X71SturtKI/MNyUnakA0yLKyBvOwodA8+cdAuinNW1Bs9y9cVCR9evkruptq8XdLozxiUIw5a0g2IqTZdtcISyvAiD7XgB7Ct0UaaDA3Bm3Fg0msveUmnde0PNkgOhEjHPofEhBuufG2tS60xQZXCM8rEyPWICjVpS62ryrio+4d8MCDVv0mhaBQsaYP9E0btU43EmW8tgV2n+oJ1cV4xbg+JsFCrV7mReG8OlcrJmvyb7U+bYMpIRINUm8nK+iSL7otzohaFDv8cF6/4z3Vb/rftfhdc5fXyfy6PTyd4iWTtsFaQvXzray9FOBTHjcaJAOM+AQ1iWIgoi699FLZZ599WnRV9FIkXCvx8HWdddaJyg4LFLybIJ5aEmtRJ8V5M3v2bIGgg4UM7okHH3xwxNr37rvvyttvv23dNeHCud9++8lLL71kS7ngggvk6KOPjpT46aefWg8xiEtYDE8++eSIZ0Qkk9lYb731ZOutt7YuobGujhBrcGvU6TWwwsHr7LvvvrPTOmDRQ7lepgx9/vnnApdKrGE8aNAgOeuss2SllVayLE866SS7bNZ2220XadrTTz8tENle3TkjJ3Ij6wjoECPphuOp1xtvvGGfVsAFEL7O+OvevWnORtKF8oQoAjrIweCnzCzIW7k89Au/kIFGojh5fYNokJ07QawVmKf9OroLna1r2C1aUpx1Yg0PwhENEglBRxBgxH1Yn1aAET/Fmok6hwE81t9S8RJqdcgig+3lyQbgULEGz0ZM59HBJgpLkDSgAh6A2AihUQFGjM0j7MYYW1bcaJAY1OJbVAWaKxa0XPNaF464p+IiQdOCu1vFdfg+swI1zoDeWtbCHy1dZ82KAD96pveitsGUqcJZLWux18yPav0qQ0P34/YKG2mNpRKwVAm3UpPpv3nMZMSaeQpQCxiOam3l1JYO62fRvur96+Fz1FKZKR2DmVuTfkj1fQ69/m/eZBnz3ekZ6dGWPbaTawbfkVLZhx9+uHz44YcyevRogWhI5HY4d+5cezy2End6yfrrr29dGQ844AA59thjrZCCeyRc/2Bday2hLLWOal4VQ/Du2mSTTexY8/jjj5f3339fRowYYee64f306dPlxhtvtHVBKGFqBdYEfuyxx2SDDTaQvn37yl9//SWLFy+WAw880Bof5syZI+edd551m8X8vHgJFkIIpgrjxqxTf9555x35+eefBeyQsA2XTwjeQw45RDA3DnP5wOzaa6+NV2xkH+b2DR8+3Lpa7r///nL//ffbslAGBBvaPHbsWHHFGlwqUQ9T7hNISazhaQQ+0NOmTWtGCP7I6UwCbVZgHu/QJ54Y9JSVmQF4aG65zDeWIabkCUCglZY2mLkMzS1rGlJ90WJnJJh8FW16hkZ/DIm10IAPVjSItUI7CAw1Ry1wKTVOx5EYU+LbIo1BHMZfhcbqh4cPzSxrYTFQlapYw5Q3fD6c8Z55FzepdQuWMlhZG8x59hNlYrDUGYN1ojW7ItEgI6Y3UzzqiyfWMJbWBwJGrKlgUXERt2FB3on+IOlXDz4mOrC3B0L/Wcsa7hWT2sKyVpO1i2KHPliRz3AIWcv/23sbLvHmMlRUG0fK1OfwuBXp74x9oKDXNM7nqOvd70uhmf+66PQd3NOT366pk85PfyXL/7a61K3aI3K+a1kryOFokEXmSUepCXCViVQSDuKUStmYaztu3DgZPHiwwAIFt794aeLEiYK/lhLKwsP8M844Q2666SY7NwvB3RCABKKlf//+LZ0e16UQAhKi66qrrrLzOSGMYK36v//7P1l55ZVtEBSMS5EgviZNmmRFHd4jL8TYyJEj7Zw1lAWDA+bpQfghwZqFNicSaxCesJA988wzMmrUKHvO+PHjrVukzjn7f/beA06Sqzofvd09PT1p82pXeRWREEkSmCSThC1jjP38BwP2zyCw4WfAxmTjgG3AGAzm2Y9oeNhk4wA8EJhgiSSRJIRAOYDSanOe3Z0cuvt937nnq77d0z3TPbsroZk+u9NdXXXr1q1Tt6rOd79zzqWrJY9BPRJcshyB2jXXXGPl5/ugrqgfxvZRyACybbSpP/CBDxggZIITsoBr1641wHzbbbcZqzhfvd1tS0MDHYM10tfMGsSOTpT/uMc9LjA5BIMsORLAG4KBuwxI7cqRaaDihjKNW7IANMDJmAx3wVrHio1MWi6UoEca6Y1G86TrlMzag0U0PxK9/8SsMV6nh4DI+w7P5ai4QdI4p2rEFrHiDoXtpUuvzTHVYAxqdF/Xoe2qxawxX8Nu/LUBJsVylQDcR2A4VTM3SOxOl0Vaw5SGuhhrR8n6Ds+BoJhTJTQya6meCNYc4AkoWkUPpo9mYK3hGvJ06ifFjp3wqJEkakMyniKmclYgsuGa/SKpmECWQvdbPtMpmksz/lrgE/pWrFt+bPKogTXde5FZq4Y1Pf8bpisnhrHyw6OLrzeruPkAkrekHXuB9rbY3HvnvjDw7Tt5MmH0+TWwVuf6eNQ6TYtGPICrn7z+V8I31v/kAWxB60MT9BBckUUiO9RMyF4xOUejrFu3rm4VWbSPfOQjlkHyxz/+cfjWt75lIObRj350+O53v2tufnU7JD/oRshyqZx99tn2k1NHMT4sdSsks8akd4pLY9K3xsyWaV1cpp2aliEwottkK6GdSyD2mc98xkDYxMRE+OxnPxs+8YlPZLvQRfKpT32qZcC8/fbbA8HUN7/5TWPzskJNFpgHgi6dJ5xwQh1YZE6E6667zvZg3QRpPObLX/7yQPdLZuXkPl1Z+hro2DLliAEBG28YpmKVkPr9rd/6LaO8md61C9akmcV/yxjni52GJYVf+6cSa2Xx1S+rPTUhNoEa3dkaQcEUXCQphyzD4oNDNdmoPABQFrNmYA02VgLW1I8WdVYykGlc8mmhkfdFVEY2De8eY1wajVQxT5OWlKODyscdWJFZozQBEHFD7VPGqWLQqhNeB5m1vUgI4j8bwVqPPS2ZhMQLCBgIyPIQWpfatFiedeYw27fWnAfHkvqBdMP+oHXJGXCASVg3748puXMnxRa3qGvLY7sIOGcA+wj6p+o8Vt9isOgCKRdRuUa2dUyCNSQXoeTH0w6GFffi73b8PRN/HYraRS/E3Ph0KOYOYgwCow/sy+mrhgWOAojK748uIjlLZlJrbC5xg8wdhePUau4udaIBslOf+9znjMlp5rpHkESWbD5hyn6yW3TnI+B4/OMfb39kpuiKSFBExqiVkN1jjFgzofsiY8hSYdwahXFyFIbjyG3SVjT5oCtjWiZdblLcVhHE0g2R50YQRlfRZz3rWVlxuiwSQFFHT3rSk8JFF12E7MGjGYjMCjYsMIsw3T4JCNN2MGukpvDg9EZ0eaTuyLqR3Xz/+9/fUFP351LVQMdgjeifIwcpUEuVw+QjHE3ZsWOH+dmm27rLnWlA7yu+2AueoRDEUOjGrHWmR5bOwBrQLo30kVFZncxWhyyK7jZ48EEE1jL3RpyKwFrNDbKmo6PCrAmsxXdhrfIOlvgeJVDOoT/LQNTucos8IjdIVtZG+2QTkq2mZDF9MEztXQ+0USUAbqiLIISATQAhOxYN2kZmTclFeADY1b8ozNrP7+4LP7p+MDz7mcNhcKAJ2mJ7m4mKCijxnAVMk/JpghEBksZrnRTvbFHXg8d20bXIYtZ+gcGanjEcfBOg7QjITtUUPgesfR2d88f4ewQu1CnSTnvfuvfQqlCdjBfaGDzp26shgDL3RF5knUB7h6grVdjnYA3ukKnUuT4uYTfI9Jx/UZdpwzHu7C1vecuimkhWie6Ez3zmM7P4LlZEMMKYsSPJ9HnWWWfNSZPPtPkEM2wzAVOjaDqVNK6usUw7vxkDR4bv85//fPjqV78aXvSiF9kUEdqX+jr33HMNyClTOOPaBCJVrvGbUx6QiWRsWgpir7jiirr6CaSZWIXsGmPxSJB0ZXloQK/ets+WHXC+ubC0baHO2fYBl3FBvdwZ+1GG8UhBnpFwoOsG2XGvUAIRukEy9ogGioxIxaux0sMjhWx9xwfxHcbB1IgpWmwd7eyXMWY0/tyAJTArNLpBiglqp9LGMqmRzqEd0k6xKzaWXPA3dU62hf1ZfVs7SV8z8GfTsrbN+y03SDFr9fZf010FnIq8mSBVGfhoG9OXm/Bcteyr+EVXyIwd03aWbQRrKfFBZs0N32zfpM77c/HG2wbCrj29gdlPO5K0H3BH9jetSyriPaXkGYpZq4GBpGC7i5hzPLsOOl7y1pI+szhDxQm2W//RLMdrLJfaJvXqeUOcQ8BG0YBc/DX/Zw5TcEjyE2kHw1olB75TJdr/Vru4RxVTS5iQwVP/jmswSuHbMPn7kUhBzBqmLcgkSdvPdV1mLdPMA7Igd0gOzi9GOB8ZJyQnuPnSl75kYTL0xnrNa15jsVZ0J1ys0AXwrrvuMrdHzkVIl0pOEUDgQvfHZkL3QQrzLZCZOxIhu0bXR7p1cjkVAlHGlNFFksCQ505g12quv3Rfupd++tOftrngaD/zvBhytG/fvqwYM0Q+9rGPDa973evC7/7u77Y832yH7sKS0UDy2mvvnJjRhxT3tddeO2cHdk7S5kzJqoDLOYWW+4ofQQFb2lOCXuRkIjRyTDKgC9ba019aStkfCdSyRBFu2KUukQQRBGyLFUwPFD7y6Q3hiis5AfSxFTFmnNdKzBpdI8leOba3BmQM3GKaI7sMBqa5QbKORiOuzXrZNsassb2UFJSlDEN6PWLJeT4F1lY4gkzsv1Z70Q2S7RCYkB6ZPCOCKrqVYm+BuKQi9h2xOZkeiHuEfbRPYktXzVWTCkSVRwKcrYbFf/Dctu3otQo60jH3UD/wa2eJRty1s75FiKuNpwpAEq9JCgbqyy7wi3PovR6V/adXKP/U5PbUtfiFcIP8BNr5WvypTzacXnQRjTph/6OQpGpXcgm4yWNy3TrRPXmn66pu4/w/5BZspRysYbhpzn2ec5Cm7/lrbb1VzFpImLVcA1gLXWattQLvpy1kjZidcDFC0MI4NcZT0XXv9NNPt7l5mfGQIKcxHq2TYzzlKU8JH/3oRy3RCBkpsneMPfsMYslaCVkrxnwx4QenJzgSufTSSw1wMl9Do4cZQdSqVatsOgHawXRTZCwd0+vT1XE+efOb32wAjFMN0M2U+mdKfrqSpsLMk8wMSZatK8tHAzIx2j7jl770pZZYhK6Q9JslyueNsBkJRjjawNETJhrpSk0DV2xHIOva6bCB6OvDsHYeiTf0axd+S8uApVGp6ae6zFpNr7ZEm4WTEi8gcoNk7F+vMyoEcMyyqXg1VUFXyNWr2rD6tUPyPYG58MgOHRpNLMpk+9FcVP8gMsuYNRhtZNbSmLUMjCzm4KmRrqcFDUMxSR3USYYFxLwBJe5GI56/KanByPT9bbvoyTDugFljghFOHE49UTjdgQnawgQgPWwTz7VJFyAQ5jU20XaWB4gDZK4BvMSWrqiNKDF7DJmfH1w7ZC69T7toxJrX+EGgpuQquh8ay7T8nfYDFkr7gi8LlAmMZ+yRQFbLylts4GkQ3O70Z2VjG7BZgzAazMoAdIsqj+nqn7FBaO8BtPekuUfiQJBYR+kou4fnFp+7JgE0c8CaBgnunLvbQmvqmE8xa0Tnui9UgUYPj5RZy9wgdQPhAF7nLBTTw0A+HUvH7n4fMw0QdLRyD/zKV75Sd9ybb7657nf6Q15VWkd27vLLL7e6t27daskx6AY5nxDUtWpLuh/nNSNo2bZtm7lVFou1FxLXK5V+ug+zQ5KJI+NHD7HGlPcERu3MV0aA2HiuOg5dNMmI7d+/3+LWFNvHlP+S9PzSZca/Mesjpx3gPHInn3yydqn7Zkwb4/5oe3dl+WhAr9y2z5gdipMOvgT0LzP2pMJASE7o1+xGScstp+W7kV3wdT9eE552/GR4/9nD8dQTQ24+Xcj44Qi17D0ya6MAA/RIQQb6ZS3jt+dD/z8iKcjzc2H1M5IXfxOtyA2ScUqNzBrTt1NWDs2Gw6M9IWaElF9Rk8rmWTXjqcSPpVGuw2eMGezDjFmDgRVT96MUR+8BkLJy2rGT79RA1vuw0Yhrsz4appYN0vttOsdUaptNaGSinXp5Y/A8kRzEZP5uEIugDDNmilnLQBmehmSfqD8Do03O05g1sWPazqdoo26SmLWqbl4UO5bM2s13DGCeoFxoBdY2b625CB0xs+YgO2PccG5iiQRIxB7pOWbK7+RDAEReS7q2Ojb16eD3AWfWyAIiOY1Jc6xsgxMCacyISkn7va2Y5yNNbZ+faniJqC/uRxuGUXeSZHGeKm1T3fVxV8s5MWu4MfzszEUxtn6hmptsB5uWH4k3R8oUiq2bRur5nvJU1w2yieoerKsYL3bqqace9eaz3k49uASejnpjGipszIzZsHnenwSezYAapx/YsmVLeOc73xn+/M//fN46uhuXngY6BmtUAYMgOUrBUQ0GknIU4cwzz7QMPQuNnCw9Fc5/Rjt9FP67u0th+JR8fIfqxTr/rni5x9cjjZ9RT4CxwrKB5c0VcmO/LOkFKlqimw/fXICNXg6H7uoJqzOLu/nJagTeskEaC1IznMWsbdwwY2DtSDJC6jjH0ijXGSobJFm1jFkDi0FmyHoOzxPA54iYNVllBFh6WrTZf9VOfsvlMc6zFitNjcRGZi3dd95lAqF+/MmAb6NtxqyhfDNmrYz9je1jfQ32MNsRM0jmALqAz1LwILAmgFEH1nA1XHfHMnU/+14dS8IGJ3JfAtbU55PN8y+m/YAlpW/pAKsysOZgXMyanmPzH6DJVo2XCKzpcef1cw/dZ1nqfum/SXXHdNXmpPYWYI36EUjTQEHVn/HJ3i0XU1fB/HRD50z7Pdm1Dgbd6/qMu1o2ukEKTFnjOKKxSCnsrwX15VI3SK9zKt8bBgDWum6Qi1Rwd7clqwFm6OQcxoz3o4dbV5aXBmR+Leqsif6bjQAsqrIlutPeyWjVlAG2rtxeCv8n8EXU3snKmKWBexgvejoQHG8p/PM219pyB2s9B6Iec20YaHL7im6Q0fLUhLpiGTaunw133hPCkUyMnRmPYl/au9SLKpWBMHODjOdk86xh1L4G1ujmZ78WdYyMOUnBWhv6bjyYDEIaqTLi4zpvtwxx7DjRSQIdgTU9yczlLtbZ2Ab9JjCkK6xiqmKufuyDthHI9XA+NdaXGsC+c8rKFmf9OCzbCNYSNs1An3v/qH+oLUfzmywTgRGfG9Kx6h8bz4c9+3vsvNnvxSZr+4Lfuj4CSvpOnmWajkExawLDnbBHde0QWBtD/6Wu1QYBRRSew6w1uWZ1dR6rH/cmFbcITaF+xKwxDpmiaoMRQgAAQABJREFUuTSTvVsvpm6Q84I16Oux3jdb15Zt0XvGViiJSKMbZOL6WAfcslraW8ji1VA8ZdbkBklmjdJNMGJq6H50NZBp4I1vfGOgOyXnh+vK8tOAXrnL78zvpzPe7WCNh/s2YtdM2jR2NSJNZu2gGaEhrC9Ei2X/dPfS9dDdB5JvQ58CZnXMmrtQyXBdv27GDPgjmRhbxuOxNMrtpPnho/I0AGvMGnCGu1gJQGSgLtuxgwUZyOxuGSDqYH8vKmbN4uncUE3nmDpqzFoCHlq1MjJrjFmLJTL94DcH+G19K7BGF0kI4xKzQRfWI7AmsJAwaylDd6z6BQ1uPS8Ul2YN9Y/7tjGxSC6cdXpkZDpm1qRX4X4BJq1H7WLWBNYEGNWutD1tLaf3Ndk1HSt59Nl1wKYsZi3dp62DHKVC90oxqG8kWU6qZ3+vuYjGDRrESIq1XKxzgyzjRBPwZslwEH9rLsF3tqyi6YYsqyy26hjmBqm+zPUJWBOwalrZAitbgTWxhlMFv5EWjfAXaEB3c1cDD2INdIHag/jiHWHTZX61rIbzpV1yySU2QSHn3mBMGie9XkhuueWWhYosqe0/3ZsPb7lmXfg/m8bDszfVhtX3uhvk8f3lsHW3q1tGxwIa0IgnjZ79yE19MsqvoKGCl/5wJ+zDAsd5sG4uHoqGc04MxzwnImaNMWvRla02Ki/Dtb+vElauKCNmTZboPBW22HR/grXMyEqYNQIP3dRVuEHSbDxqMWuqeBEGsYxSMmsy5rWOqkyX255rjcYkWcN+9AO1LTEwWW8zIXBkXJpiqjIGjWAN+zOerR1mLduPx9bxpZt0cu/EYy2bGqBZw45gndxvWQWP0Svw6HUqXu2cMyfDbT8f6JxZi7cawIBXqFtEYB6rBb4F0qTfRdvdYtZ4SII1HcuPTXAot9Ja6n4WfgBkc3LMFm6QZNHkBilWVzpL9m65KECjAvnDk6GybjD+ZL+nO/AJ+NuCPw4W1EIU8aO11F2fDJRB2el7KnF9rANurattukUTYnNjnRukM3o1Zk0drmk13ZVdDXQ10NXAstKAXr0tT5qZZxiHJkTPmdn5e6G/lhUu0Q00HK4/0Bt+fqjeStrjzNofnDWKDH3+ApJBt4AuamCtGvZ6UAY9tCgHpmQtxd/L8bN0MOoz34aBLkBGN0hm9KPIwJUbJOdgW72yjExP+TCRGtsdKFd1yojsYNeOi4oRisxaPCe6QapnVP08jwpYI+oTIGlD340no/g6uvTKPS41VAmgcs4ITrabYEThL0wuopNODczGRuA37ylm5TN3zMZ9cH6MWcvAGso1zimnvmOg3I91KyaavgEAyET3dgLQcgnLdqz6hQYJ2IaUpYyNCoFgrVSqhFNPjghoklkLOxEBJb0xGnWHuuTSJ7Cm72PFrKUs5axGAKT/Ts7tSMsSSA5Dn8f7870VWAMTnrlBuvr1jG+nCQJJeo3kDyWdjPckXz1n44+M+93t1BjLpP0l56DM7sVkXjcdm3uky+0fJZYUs1ZZASSZMoMOEqfcDbKjzCudNqJbvquBrga6GniQaUDmV8tmc76Ma665JtvOdP3860q9Bk4cjC/qnROyYuL2vUhDnofF95zTxsO3fhjdIJkqvB1TKY0B2edZBgs0EHGIZT/XGsjLHjeC2wFrBGCUomWDjJangJUmxSaQW70KFweG7cFDPaG/r3PLT0YzDVQaYjJY7eBH+UNgh/EvqRtkAf2N3aSCfsKzFqhb1OFTI11dm4ZhhyLmjGyL7Gqto/FJADU4UA5j4wVkNBQiWOAgIrDTBCMOoFrtKRfBOmbN9+HUTuQiMzdIVsIuEKcmsyozsEZGz/UwPNYTRvbnw/n0dzTXWlQkgMb4wQT4pwDDKjxKH+p3rK4REO5FrBr1+pAzJoxV5jWY7pSZT/sBD6K+kOib15Ci6yv2SEDdNnbykTJrjANTG/zY6TlX4F/IJ3BuEX2zkyY1LXuvr30kvnfhr0XMGvu52EY9FzoCsg6kKpirBHdJILOWCfsp4yLPxkG+getwF5bPy7bawp59PeF/rlgTnvG0g+GkE2rPthQwCqzZDgbW/F7MGDdsSZfrD7HgL06IXcW1mt24IvQyKyQBW7GA6xY7EhOMmAj5L1hjt0BXA10NdDWw9DXQplVUU8SnPvWpwEDHVnLZZZeFTZs22QzurcosxfUbB8AYwDBrBGtk1tbDva4PBsaTj4sW3Gybo9pyTxlDvNoULKAq/zENHeTAco9Z21vrRfl23CA9Pq2ExBKZG6Qn3lBa/z7EfJBZoyw2I2RqjKfLtdYevaUskxzu4jR1f96HAipi1o52gpFFGMQavScQksEqI1H9fGgwWuNiOhfUVArWNOy0QNvqYufc6BeYVfp3Y/5a1JcmGBFYq+DeHPPBlGwibdnRKwCYBdxwQo1AasFzbLNA2tcESLWrXCBPOzU2hAzbsWDWMsbH3yrKeNgRIFGj+Z2CtSYxawJrYmSrvJ41DJLWdGyXN/vQ2zkASowba8GsUT9i1jIgi3XtigBNpRpdH+vAGvs9++xZXtud3qak8h27esOBgz1hO75TSa9PmtgjlzJrWeIRnINu2LSSNpcJ1iprBkK1P3qgZK6QDgCnPWbtSI7RZlPu92L0Urq//+73k+wesKuBrgaOiQZkksxb+d69e7NJAK+//vpw7bXXhu3bt8/ZhxMFfu1rX7O5ICYnJwPnZFsucuBALlyMGKrdiXsiBwf3gSU4b3W0IJ68IRpLdFVrR/QSHWVyEb57kbZ/ehh6P+HsLrOWgrVkdL+VXukGSaOOc2fWGdzYQdsYz7Z6Zbw4i41bUyITtoMGNF0rj5UIZNQxa2i+Y7SYfwQsisotqh1iM2iA25QH6Iht9t/0eLLvUmZN/Vuxd30AETRi245ZS8GaA6+6OJu0Ab4ssERXRxnMOe8/wvw9fCrqydhwrlnfIQD2/Xh7TpS9ASovgLYaty2Ylhws9SpAnQBGk6Yd0aq03+kcVeGuPdEwPuXEiH7YJ8fbZS9VSdoPuK6JvgXWGpk1XXtV1fZ3CrwOQclqgx9bzDjPh66zxiSn+7R9oCMseK/vfzq+Ac5bgTX2dwHLxTBrAmvlMAiPx/2hqRvkGhx/HZ45d+Gb+kqGY0VWaeAEW03S65PTaAa3pGAtLbRIZi03iQROo9Nh+qRVodobLyIzQhJ76tyWshtkRaNTUe3dz64GuhroaqBtDcgkmXeHj3/843Mm4ZsvZf/5558fOEH2cpMTR/OBU8dMwYgr4V20H65GFaCs48CsUc4YoCWXD+bKaGvm/9CzfUTMSH46VMqMjal2wVoK1mRlz6NOGrNi1GRwy8AlkyNQtcqZtcVmhEyN8WM9MbaYtbqYNfQ9ukFSDOOjHx6VmDUafW4kLwasCZDlUUd0WIMt6ca37EAyWgRsnNi5LcnAGs5XTzIHUK32l6FqDB8TiVAEutyNL4tZS7ZZOXwUwcxS7Do7MCMjNyfBhTFrqH+lFQ8l+FhO9nB+tjbPLe7W9mfa71J7mxXomNQthcwaByOM6Wm3OX6tMuNfICDRt9y2s4yH3l8Eyu3gnXykHghk1tRWP7bOy5hCPmt5vAcKrK3EteYrj2BtP/6oL+kIixSCJQ0Q6Fv3QCyxwKffKOVGZs36IZSjUZqHoJ6r8Xs7DnhKrU4dq7F/pNcnr0LYzYCUdq9LMJJcdG1v4zvvc6yV18Nf05Gj0vcrC2UtwYg6XBsVd4t0NdDVQFcDS1wDMnHmPc3Xvva1cN+ZhYEyE77zne+E++67L7z4xS+es08PhqQJ0p773OfO2bbUV6xbW4WxUA3r4W5HV8jThspByUU29PnLzd8/fKcy5mytG0+tdKOX6IgnFynkJ+DivyqsKkwhG2Rbl65V1Q/+9XtluQFDtGE7MBskmTOKQJsMXMas0eCjrF4VK1s8s1Zrl4xJq/gYfGQxawRAbhiTRfM8HTZQQPfIowbWIkFzxMyaVCG7sAagqogTrGBicj8ZFWz1nYE1FNAuDqBa7SIXwTiFgJfipYeeyo64COSy+hqM/7qYNe93BMVzUscTrDEbn+cd6TWwht9AHLR7OXH50RT1ZdbZ2O/EtBljiO0cmGB8GffRPbFgW2Q7C4Co/a4D7i9mTayRAInA+ILHaCzQ6AbpwFfXRuesgZYqwLDNx9ZYz7H8TWDGVP2Pis8WA+cE/WP4TeCWCO9XAVnpSM/4pFjLRbFPZNYoBSUYUZ/X/bnOq2hwx9SxFCvqpbIJ6+13crFauUEuNmZNyUXK6wYyVrDRDTKLWWMAaVe6GuhqoKuBrgZMA21Z/EX4jv3VX/2V7XDuueeG2267Lbz5zW/uqjDRAF1/Ckj7PoSYgC3DPRGsedr+4/rd0kkMm9v3FcJFJ8kCSipKFmXMHvLR+GJ+FHkLTg2r8/vD3unlx1wmqoF/afxFQ7kgY6WuQP0PgjWm5adkBjfj2HAJGLO2YihWQiA3gGkWDh2SNVpfz0K/UkNZRvJC+yx2e41ZY4KRaNxYNkicFqXM5BYG1uLvRX2qi9JIl0ra0HfjsVJApkQUjcYjY5wYN7h/GCwJjiuDtrGu7HcK1vQkS+6xrFyyIFbBEoy4zswNEuemNnJbNm9aQ31iZQ0ouB4Ys5ZlI5Ru6AbJfEIxp1AgWJOQcTX2TiuOwvd0wtjpPFSt+qSOKYaNroNtgzU1vxGsqX/gYAJrNTfI2AJdZ7Wn7e8UKJNZixglY6x0XkwMRKmwbek+tvYYf9zr9Z/uChJAY5IRLXsRmxTb702BNj3j22mlXBQrVcR8YYfciAdGqs/p/jSGDQdq6Lut3CDT65NPs8EkbpApQFtsPBnj1Sjl9YMhPxEvVI5uKBABUcWspcezAt2Prga6GuhqYBlrQK/etlXw/Oc/P7z1rW9tWb6KN/b3vve9ltuX8oYVa+Nb876dMYB7r6ft39jArFEHdx7QMGhrjeglesiTF/TmaLFgYuwwFsbBtsHdf/nKHgyiwzgZKyJoOzGEmymERiQNO43Ay5XtkT+YCNW/RKwL9CgDlvvTFZLsjgz7ZnW2WqfRfm6XMdmq7JGuz2LRcBfXMWtuQLN7cH0lMeQ7PqaMccSSZQBGxmEHlWk031Lmsy6IBvFlH5obpLsMtxW3loI1GaoL3BMZs4Y2ZGCQ54j95elVx6w1nGsd0PdtJOSaukGmYC2xyo9Fv0j7nc7RlIwPDhqQ5dL5CqApsY7Kzfud9QMv1UTfYnp1nMZEMvPW32yjmDX2Fz76dG392Dpn3dcWNthwvZpVe1TXbXb0dZrXKoDWwGpxK59D0o1YRwEo33v+L38gIfIW8Y+9NWZNAFWvFF2bBl1ocKfxuab7kAfP6Wbkcl1SESkfG5L13KddEbPGueGqvT66opeY1yk3yOzh0G7l3XJdDXQ10NXAEtZAx2CNuvjYxz4WHv3oR4dTTjklMLU//zZu3BjWrVsHd7JSePKTn7yEVdb61DZuiG/N/fviW3OPB/EfJ7CWvO/uOiAqoHV9su8OkgGClKqRTlpdHbXfjIlblkJbH6oYHcyb+1lhAbAWJ8SusQhiR1YeQkThnlxYN1nO3CCpz5gRMhcOj8jqaV/LSnrAPe4vZo0GYI1Zg2HusVdluNzlMcqegbr2T6NWMjXS1WVlHNZKLbgkG9DmWfNuK4ZN4ILn0e/uqG2l7x93QzlN3d9goDY2rOzAlS6BAhPGrOG32lEXs9ZQXwbWWI/fz3XMmnQjN8iEWbMsk2jQsegXAi4838b6+dvYQleGBiY096CvbvpF9u2DH98QDotp1iNH38kzrTFmTcCkkelreqBmK6VLuvUxfk3z6vmxZ3wQSy7M1QLKaJ9m9R2LdZu90tP9e0UciGiWZITP8yNKMOKoCnmHkTyov5a6X31U96ceW8m1Yev0PtHAibcY66E3l3z6sEjmQasHbnooaK/2vgXWyKzVEozExpenYp1ZgpE24pDbO2q3VFcDXQ10NfDg14BeuW2fCVmzl770peGmm26yFP27d+8OTDZy3HHHhdHRUYwc5sOHPvShtutbSgXP8Gxr43CFpNRi1vzllrzj7oWr5EKil+uwGyUDNokPchZUIlgbXq7p+znKDgN0pL+Aaa0wL1aDUdKoVwGoXk8OUYTqaTTlHOSdhAxlGp3nvpzvi9JxxjzskxrNR5NByWFOpaH/+GnIuyuRNdD7E4GawJrFrPl62jtk1o4oZs1tT0uWoC67gL6tbQ0fMhCbMmve3jpmDSBhQXEvsECw1mbbZt0wJSBjshMKkqyaa51AhTFrqk+GsJVkgpGoELvOvo2uuGX5tREscD1XGrMWy9MNUiDpaPYLb1ZdvxPo1DaEG2MqK13IGLPGbVNtDPbswxxt44jBjQMe2ElvDHO1w++kL8x1g4zH1HOMx+xIxKyt970O+LdfN+lR964xaxyoaLhmHR2z08J0d6QuFE+n76ZzrZHhjAfImDXv++0cVm6QHOSo5EqWAIQZFrPzVZ/Vd3JtWL9YvHmZNdGjKJ8CtNQtMZeAuHbarTL5fZhjDQ+Ayqr+BKzFRlYcrGXMmhqrnbvfXQ10NdDVwDLWgF69bavgK1/5igGye++9N3z/+98P5513Xnje854XbrnllnDrrbcaw1Ywa6ftKpdMwTPWzYRxaDQ3EtW6x2PWNiAGyiR5Me/DRLqH02xnTbSgkWqCssGeSihVdlupoXIcYj6QTBPQZPelu8ozQY70O7NGvSa6bTxxuXvJ/YvbyZCYkY7lk0ZmANZqFRBQUGS8x1/tfWq0n6Vp0Pd/567Qe/229naep1Tpph1h4Mq7Qun67VkpDYKnqfsZs6bzmgWzFmPW2gA+Wa0NC66Wu7f2hXEfNFgMeyEDkYBMBuvsrp6w+4qhoKyZ1DsTjFDaY9a8rUziITZhAUO97NvZDjFr1newv9o4L7MmsJYwa5YNUiomWBOIrHODPLZgTQMS1AjPsfeGsdD/tWH+NMYwZdbERLXDrHFeLhMZ/jpP6VvrUUj2dW0uMd81YW7imjY/BdaO8/LRCzwDjDpn3bucGNtkgT7Q5tHriuX3jtZixNItPJbAEddnbpBSVCwswJrF8/nmlNWKJVt/Zi6KmES6YiMUUAUnxtb5LuAGqWM1PteUqZVHzumhwuXE3VExZda61G/SVrT3wZg1JhdhlpU5zNpkBPazGEGhR0AKDturvVuqq4GuBroaWLoacLO0/RO8++67wxOe8ARj07jXBRdcEK655hqr4Kyzzgrvete7wl//9V+3X+ESKjkEQ24YCRJ6MKrObIKMWSsi3mK1ZyFMR6F7Ydncfkhv1+ZK0At+P4zk9aUyBnAPWsFBZ9aYUXJZioO1Q5gfYU4WviYKESugEXgWIUOSd0PzpNEZS2yhXeWuJuNd69v51mg/y85OV8PQf18fBv/ntnZ2nbdMfixarrkpWWYo7kYw2bOUWTNWh8eH/RPB2rxVz7/Rwdp923vDlt0+mW5ioM+/c21rU2bt1lLY8+0VYWZftHaNWeOkwpCJdvp2Copo/DK2aYG2yVAlINN1zhFlGFiLFrQBGzFHibrZrswNksCVgA3SQ9dNWOEWt8bymmON2SATN0gmT6E0uinayiP8mPGMsVY/nj8Dlx0IKz6zL+QmKhY7WQfW/HnUzuTjw4fitTHChWlG4ylngKlO3/H0soyH0q+eYx2fosDaeq/Y3XsFzMVil1yvc+IGOz5g6x3Wvu2KsOojV88twOudPsYzsFZfVDrIU4eQxTBrGk0g0Kl4x7K51uT6KdCo74Z7QW3QPaAW6t7M4z4AZ6fV6KjNl3Pp+lrpeZdy49OWVITxahTFrCl1f9Vj12bxMKsQ7S8SEM7biO7Grga6Guhq4EGqgY6tfabmTye7PueccwInypY88YlPDHv27Anbtm3TqmX1PTsYX3C7dhfhBpkPWdp+aiF59xUJ1g6mb/m5atJLdRSG2Lre6dCTi1HrfbNi1jq+fHMP8mBc45kgD8JoyWxUGSxNzkcMgtwgWYRgze2msAYZyQYTZCYjU/pvUmXLVRrtZ4H8yBRYLhyHk+8dodDYoaRgTR5LEazFA3BgXAlF5AZJUCcXtViqg0/vs5zQucasyWJvvx6N3jNmTQRI1ZnlWY89owHbNw+zRmPz2usHw7DipxTDRDdICtmeBVQtF0GS/2JQjYnE73RbxpY01Je5QQKolR1MDK1C7CM6k4GFFsxaEcanzk0gw9p8lD7SOnke+fF44fIHZg0cKm0/DycmSoMY8zUh0zUHBtLHDXVNSQCBmBsxp/rW+rjD/J+8DX/0U1zjgzgAdcmblDFrEt20+K1z1vloXvKF+oCqavsbAyT5SfwpVX66I/uHwBHXyw2yIcGIvCSkE31znKBdyTnaMrBWiaMAdcya2tHk2vAYug6NOEjxpAU8JNCrs+akoCxdrgNxWen5F9JMkCzZCNbKGNiiEKzxTy7qtrL7cUw1sH37dksad8MNN8w5DgfnmVBuaiqOQDHE5fLLL59Tjive9ra3heuuu65u21VXXWWZw1/0oheFt7/97eHqq5sMeNTtUfvBrOP/+q//amE3f/EXfxH++7//G+MVtf5ZK/nALv3Xf/1XoMdZV7oaOJYaSF+/bR2Hqft5wzFWjUI3yM2bN4ctW7bYb7pCMm6N6f6Xo/T6PF077p7FXGg5gLUEoSXPGYZP3bYAsyYDm3bSuuIEbIJoAZQA1tbAx/+0H6JCjeIvJ2UjKQglgjUHDvPoQZNfp26QTNHPkWTJ6j21iyMvXo04q0w73zIgWbZ4OKYrrDN02qmkSZlmzFoG1gByxKzRDbLqjM8MmIicM0SJd1OT2luvmvIJqtmLM7DWAGBa713bIgORrocEbCbezoon4qHeFdfFxBaNsnlbKVx19crw05vj6Dy9gatkiWSc8rt2GRt3t98C4AXoRe3I8+Swr7aZG6TqbDjXGrOGecq8jaUBOKXhPqc7pAGMlPFzIJnGrB0TZs2TEPEkWX9uPCoit28GQL1+qoCajhd+/A9nbpDQc3pJpJ/k8abnldwg5Waqa28XYIGPXXuL4bvX4BrfgmtMMMzXyKpkJx0Xq8RiizHP3CDnGbhJamp7Mc+4MEqzE0F6+5woepYRs9YQs5bdq67DDKzx4d6mZG6QJU5t4WCNAFJ9VK9c6UjrvX497tTPdVg+5zjYAE97SHJB09i0hE1bzPMsvy+OrJSdWQsYaKNkA1k+TQDdILvMmqnmfvvgwPpb3vKW8Hu/93twP9fDKx6eYI3bBNb+5V/+JXz9619v2rZGsMb9fuVXfiV87WtfQ4KjnvCf//mf4Zd/+ZfN+6ppBcnK17zmNeFRj3pU+PznPx+GhoYCw25e8YpXWPI62Z5J8Qd08bOf/ayd4wPaiO7Bl7wGFn5bN6jg0ksvNWbt7LPPDhw1ufjii8Pg4GB4znOeE97xjneEV77yleYmyeyQy1FWI27thPE94flf+I/w0vtuClkmSCqjhg3CEIbzF2TW/EXO1+e6whiYtZhYpDg7FX5r60R46pWwZm5ahlp2Zu0AXgAzomnmMdDEdqVgjQxJIbFLVu6s/agxa53ploN+cfQ6XuieEad+EkOnsxprpXNj8QRTZk1ukMz4SHaNUoWBVnVdMOQkW8+EF4uQPTCeKfRAG1WMZIMR2E61MhAJyGSoClRWHBDSuJ8vZm3zluiGSTDCeM89w4Uw2pM8wsgsLNA2pec3N0jfVcyaBm0NrLMuSkN9bDv7B0F52dtdGuDcfHA3JFhjeQ0cpG6QsJTlrieQYfUfpQ/1cVZHZi3nzFrYF0GbGEFu132gWE6uayYEXwfdDZLPrmqi6gwgJ+BYYEC3pK6zWNVmx2hcJ7bPvgnWeMlTsJa0QQMjvR5vWpfkpbHiI/id05xgTbLOrhrZGdbu2Vyrne3lAMIcZi0WybJBOkMo18RaBfMs+YgLmbWywBpj1vTsk+uu+m5ybVirAKPuRR2JGJSDV5FZqz0HU1CWLjcFraqsxXd+ItLQlUF/njhY0/wzVQdrZXSaMtD+Yudya3H47uo2NEBg9jd/8zdtlFy4yIEDB8Lf//3fhw9/+MPhxz/+cfjoRz9qeQ3+7u/+LrzpTW8K+/b5S7xJVWTyCOwYXkMW7z3veY+xakxqR6BGO/MXSb7whS8EgtiudDVwLDWgx3rbx2DWxy9+8Ys2STZHYegWSWr8D//wD40CJ6P2zne+s+36llrBEzFHV28Zweg4sVPHD4fJFszaGf2z4drRXsyXhvgSvWQblKEXOQ3ltYURMGtxuLZndjqs0YSlDSO4DVUszZ+MWVtZRR6HmGDETjLaAk3PVwag3KVYiC6ReVij40NIAjIKY3t7zUipgTVexfZFRjiN8imwLr0jYtYarKb2q8xK5scjAkjBWspkZMwaDiU3SGPWnMUiiAsEDx3K3j3FcAoQCPvgmLKPNgCYdqoUKWHMGkENxZm1csas0Q0yAt1m86xt3hpPgPfFtvFCOHmmGkYGchmZYe5oC6hahiqvsa6zwJrcIC2+SyxFk/rIrnES6llz4wQIA1AbQCVk1qrohzkNTvNckpg1TUtwTJg11yXVWoZeclNRj7n98WIZW8iNEDFr7KPzycgo7i8H+cDR9W6QAk2JfjQVgy4vv809tHZrzXc426bj2b1EEELwszrZTawRVgmgKhYwc4MUeEl2O5LFHFwgTZoMuhTgC1sgiOLzuNeVQlfIBrAm3QjA6luuie20j8ya3fM4TqUCypYDH2mCEb3NpaOG+1SumLoXdUy2oQ99OMasJRc0KZgmGEkTj6iOhb4VmxZ8frVGN8iqJzMp9uHcLGYtacdClT/Itk9VZsKh2ThB+NFuem+uGFYXo+dBp3UTRBFMPfvZz7YB9073T8vTtZIuiwyTSeVP//RPw/j4eDh48GBYv15pXmslmFGcDB3dHzk9VCrMOk7b8ic/+YmtJttHcuCP/uiPbP2ZZ55p3zMzM+G9732vgcTDhw9bG17/+tdb9nJu++M//uPwxje+0Y7BxHgM3fnLv/zL8L//+7/hk5/8ZDjhhBPCS17ykvDIRz7SjvOBD3wgnH766eFnP/tZ+Na3vhUe/vCHhxe/+MXhoQ99qG3/4Ac/GFatWhVe8IIX2O977rknvO997wt33HFHGBgYMF2++tWvxiBZrwFQ1vFrv/ZrZjfv3LkzPP3pTw9kEpdrYj5TWvdjQQ3o8b5gwbTARRddZKwaJ8CmvPCFLwyXXHKJxa497GEPs/nX0vLLafl4ZH7c77nk109PhWHNsUYlJEbLGX0wgGEB34GR6wvBxjUTvci525r8cBhAEPbD9u8LExsqYaXA2rF55jdrzi/GOhogSHJXPSOyWO0lGIlGFEePJTS4iWNGMKn2aH8uHLcdFfMywEhXLJMMe+2z0LdG+smyMC16aTQya3Wj0gtV0mJ7c2YtFiZQqzFoZMGiEc409QJxMX1/7fxbHKZu9QxUcsDnAxxALObOaUcwvAYditgVpsuXexwBJFuauUHiMgnQ3LSnNzx6rBBOGoxG2+hYPuwfjsfnddmJfn8ugvK2YW6tE9UWGqkLtE1goCdph2kLv3W9jVljXZQm9ZGl4rWedbDTB90QrFlfJGjyzHYxdX+shm6QysIoUB+3HJ1P9T3WlkdSkdgDsCywlgwIieFbiFlTchHWSSKoCsoMcJQ/a3FaiU2twQMBERbjvaTnGH8vJJoHzwAtB2DoVkjbkzcrgWO8la0a6VGDMOaGyi3NH6e2z2I+asxa8gD3ivJOV+XHKqEisMY278cfi3t757KOUY9a79XN+5WzY7HjsuombpB6m6vvJteGFWvwT/1cB+P6IgavchyRsZGLuKXuuZUC1QTEqY4Fvz2BiLJA6ltukJoOoAfPYmPWAGiWqnznwI3htT//f4/J6T1lzSPChx/6qkXV/Qd/8AfhRz/6kQERxq+luQnSCvfu3RuaxbfJHmRZAhomn2Om8Je97GUGTh7zmMeElStXWuxaWl+6fO211xrI+9Vf/dV0dbb8O7/zO4F/FAKvf/u3fwtXXnll+KVf+iUDgAzBIRAiSCOII6HAMl/96lfDnXfeaXXzNwHT85///PC4xz0u/OM//qPZs2QDact+4xvfCL/9278dCLooZPfI8p1xxhkGDhmj9rSnPc1A40knnRSuuOIKA3gEa3TXJMgj4GVdZAMJPqkzHodtIFP47//+73b8TZs2GfExNjYW/vZv/9aO1/3oaqCZBvR4b7ZtwXU5DaGiJN0en/GMZyy4z1IvcALA2nabZRds2PR02ADDPZPk5XkawFoA8UJXyNZgLe7JGtaGA+EhWx4fnrH1tvC5vnV46Hi9ozTL3IDKDrSEF2gEwaiorMM5438G1uZh1rIEI8rKiSqKCNCgHTWLuravKIYNE7ge92AFBgLFuMgtDmvbEo30D4BNBZ4MfWPuBpmkwF6oogm41u3Y1RvOPE2+dHGPZjFrcoPkQLRAmcWsuanOmH2BuFtu7Q9TYCke/+j20T2ZLJIGlF6wRGIomwGYWKr1p7orgVpOfnLOBlXlBgmD3Fz0gAxGkUn1y1v7wyvOja6/9zqrxiPQuNy+92BYVbgj9FVPDZPlDaGPBir/xGqxYBMRq8VrTFBRkLWMfbXNWCg9GZuBNQCfUczRUfE+1z8EZhbms5FQtDF16UgEilnDcfoiMZgdp0nzFr2qEaypogISjIQ1wFYJWIuDFpH9Vblm3wJrvFcM/NmHl3QQkg5ACQzo8rIkp5XQ+mbHaFwnAJaBNTJrPC4BEJPhCohgkdNkWKyVn1uWDbLJNUPxRYvNZca9AYLrBMdRQg66nR6GSy7dRk9dgU5A4DOGG5Dthjimy7JAGqAFuj3xvi3I2IlJovt9ICQWb/6Jm7HKGxp9E9DfBmWMWROuURXqu9Yh0QYXgeYUrBFgc9CQfYLXSefDXTSvmy0nzzCybKWrR0LxzskweulxXvv8XwJlYtRqYM0fMA4Gex2shSYup/Mf4cGzdWNpTfjVtRcekwY/bGjTouulPUdGiwPuzOj9T//0T03r+o//+I/Av/mEdRFEveENbzBwwvi1FStWhF//9V830EKQ0kwIFlevXp1lG2cZsk+sKwWDz3rWsyw3ArcTvP3DP/wDF8P+/fvDhg0bjLUS80V275nPfKYBJjJgFAI17UPGjG6XW7duteMydu/4448PN998c3jEIx5h5adhy/3gBz+w2DuCMGY+pzsmWbVUWBfrph4JHH//93/fjquM6SxLF9Bvf/vbWd1kIQkQu2At1WR3uVEDeqw3rs9+79ixw1gzUsUf+chHrHO2M+k16eXlKCcg2cCEM2vH4QYfa8GsbeJ6gLVb58kIKSOH7/3V1b1hxfg6U2lpZkUoKfgm2rLLR9V0gYRU1uJjPww2GY3zgDWBDMW2cP8SR+oh0wRrQ8VwwR5cjDuxIgFrYmGsYBsfmmONzBqlH+4elBwtIl5Ms9BsVcuPa34yFK67cShc+ry9YeP6mtVZywZZQ/yZAYhzEVgjuJJJaSa2n+f1SMpxsJLvCKzddW9fEBnZi/T0Yj0WBdbMcIxAWMyaj2nAdTCiAKmniqcSs+H/cE8pA2ubtzjSgeaYEKG6bST05+8JJ2J0dfvYieHMldAVn2Y4/31gAwnG1niyn1TZAuAWs4Yy5t7HAgRrrlpj1vRkrF2CrBoxawJrfbjnB2BscuDAQpEcoxtQQ7PZ00pAq+VSPE8BkqzCo7DAgQKCKqbwL0yqB0AlwziBBrDGMTaC4km5tbY4vmVkxLYNxyETIvown0OZCDQl+mE3p3DwQEJmrZNEPQLMuKy4IPgTAKErJMFaUjcBKq+F+s2xilnLY2oPirIx2g/+PmwzgtlPJnT5zs0rw8/v6QuvHdxtXdFcIR2sCShpfJOA9szRbeFpN14RRtc9PIw/8zxV2/Kbc6DBH8ABKwashkrRDVKPBPXZJteGlep9ooETrtP9QE8DZo+tPT24sdaP6pbR1/svPxh6AdbGn7UGz2IdmPs3F7lBCqQJtAnEicUrDnLCb2SDVGObV/egXnvBijPDBee+4hfyHMgUkfl5yUteYuxQs0Yy0QenaGqUdeuifaL1ZNFoM9JeZNwa2Sy5N373u9+15HQqq2+G2ZAVozskE4tQ6E7IbJAUgqZdu3aF22+/PQN0ZMckbAMTfpD5+8QnPmGuizwWZWJiwtwVuUyWT0L3STKBdLOkyD2TxxFYY6IUJkmR0JNM7phax28SFk996lMNjLGNzGj5zW9+08CfypGxVL1cd+qppwYyil3pamA+DSSvvubFODrAm6avLw4R0++Wvxf6a17b0l/LVP2zboWuQiKQoqcltzNP3n0bezA6CUvxpmEOHTcXveC52/qwI/RPrLeCxZmBsNpHOssNsRHNa1pCaz0uubwmWo7tMGvKBlkS8oA6qHsK47q2AayZ3BnrpIscpRMjk+XFbgz4JOj9EwmLlYxMs2wrGRmNB59xAGPlwMpkrlh186zFWlI3SMarZYk7cDoysKfABPF8yNy1IzS8795cCqWYIi6UwKxlbmaJgd5OXSwjXdJ4l3GtmLXg7oRiNGcBogjWboLb4ygMcrblvm29GTtEA3PysG6mStiO+DUTfqFtn/3y2vD/fZVofq6IVSAgs7YIYeC3tsV51nzfJudKUEQ2ouzXaGBFJQwO4L4XpTTiOuYjE4uzeMdbNkiPXxUgmdu6xa8hSFNylp5JWe8Aawcj0Ehj1niUPiTlmF4gZk3M2okbp43cAtavias8zb6puCwBEhYmMFdq+NrOrZc0QFK1tkF5ejwqyYiOiyoIegky1J8y/Te5Zq2PuPCW3JgqVJ+L++SyPog+DWbt0AgbB/dYsEMmSTyxCFzphplIV/gULDmy+m2IgTUiYbcZKyv6ANZA48ZLnK3X9vTasHq1Qf3c1uGZQKEOezHSUM+s1c63LmYNYC0/GvtYzzbRyFZN3UfvTWNh/SvuCT33TGKC7Vi+BtbihRSIU/0lxKB2E4zUqfF+//HiF7/YQAfdIhlf1ii0AcmSNf6l5Zh87nOf+5ytYizW4x//eEsswkF87kc3wGbCEJsKgHoKhOhyeN9999lfsxT5KUik2yMB05Of/ORAd0XGjJHdapS1a+vfD2yTJPUY07rTTjtNi/bN/em62Ch0ezz99NMN7JIlpEvkU57ylLpibFMqtLFT1jDd1l3uakAaqA0VaE3DN+nglMKlLy8pZY7AdGWuBpicbm0hvj37ylNhyx394cJN/kKr2VCWifAx66fCD/b0hW2IzTnZY3PSGvlyxXh2WAvLdeXMrtA3+STbnJ8dDCssZg0vNhiGBRu7T/dcwsvu5jbrRtysrB8ZLE1OXe6JyoLHImLWaKtMr8BFWwNl34UN+BJo0KhzkyqbrhJjImZtcLL2oqMxUi0teLuFsQm0BSJww2Wyam7+1c2zJjdIxoHJ3dGYNTfA+KUMfow2ooyir/XTBXcB2b6zCGBXCOtXx7KcI+xI3MxksNs8a6Kz/H4wZo35EuKpG3aDZyFe2rnwo7294eHFsrXlzNMmASD7bP2MD4JwEt8MrEG9jM0bA3jjC7+ZCAwQkFlbcBwT6FBGbMqsjdxWCr2Pnw2l9bWbV5kVywCSlP4hMGtgszIwK7bbycAZxNURrFW9z6qf2M5H4YN4cxaXqb+/Gg7j2IUUrMF1r4iOnLpB8pCMWzvAuczmEc6xRmC6bg2ZNbs1aqW1a6Jm4d6V906FSRrxvwIQQL16f6zt3HpJQJaJWkwE1jR/mfcRbuPgCPulJpp28rYGXmINR/yZxYuyJvYrR4d5MGsSukHy3qLMAnCYtpKBNOlGk2ET1/P9QGk78yGpdN7orvvqQG/c1xKgQFFiIX37HLDm1yF9rok84zMP3RRPieSCpgUB0CRkwfKj8XfPlukw/cjmCS2KP0cKKOio99ZxPLeirqpFb1yWuj+uz6MhnF+t3waFutkgpesH6puMGNkmui8uRsgqkQ2jrchs4RIO8tOmnOUDq4lwaijGhtElkCn/031ZnMzafHLZZZcZg8d4s1NOOcWKch2l1TvBNi7wQbfFVOi2eOGFF6arbJn64jmQTVPCkO9///t4t9SeFXN26q7oaqANDSSvvjZKowhTsJK2pW9uV5prYH0hPohK8JO6C24xh0dczanRgiJP3hhf1t/bXXPxSmukUUdXtrPg4lU4wHlw4ouuCKQy4JOIVmUYpjsu5WV/xgukZaPpDc/w624cDNt3ReulFrNWMzh6HTDQwLbED5ugNAIAjIbLTU/Ge7vqFChkRsMeZM/om6kFULWbQY1Ag5JiDcWrcX2aDVJ2FQ1i2waDK51njcarmDXhIybqaEe27Ih9UmCtF0AgAyPzAONWdctgF7PG9ghABmeoBJLHHIDLFVJZIM/wQQ8zMCfiSfMOYWZIE3yZGyIs4xa2QOb2ZcYpVEH3Pu2r92kaszZxXzEc/CmQZCJkcygCFAXYyQTomRuejHSPV5vpAVjDyIsAkxjYpMojWozgD/3YUtjjOG4Yq9JVSHSkNmsdy7J/65y1Xt9UC+Ov1qwuW/ZIuvJWNDDCQupGGUJCn3VVHvejsTD1GdyQGKsgOEn7supv9S1X1Gp8NM7PrAGs9SbM2pH0z1bt4frceNLhk1iqlFkLYJrGwF5TZtVd1A+wTl4SUiH10u9grd1Jpsl6KWaNx6kWMToBybJVxp8ZmGt0V9Z1SJ9rui+NWbMHSs2oTF0R5aZoB8QNmBuL5QoE5fdg7f/gr/Z4tWJ5uuBCCtsw2DTtD27PBolgQ7QfN6yvz6MjzoI15AAKo4nx6OrKA6gBuUPeeOONi2oFB/WVCfFLX/qSzcX705/+1LIe0kWRcV3NhKwWgQ7n7mWSETJwd911l83ty0yQjFUjCGMW8mZCIEhgpLnYyMgxyyWlcQ65Zvu3Wkc9fPzjHzdXSn7zHDjRd6Pw+ExUQpdLsmU8d84Vp3nqGst3f3c10K4G9Mptt7z5CrOwRi3a3nEZFVyTjy+mPqR1pmuQJvGtG+lEkScfHy2Sq3Y1B2uTMISI7x4CsFbcrzdxCENTxdAnA3cuE7+0Ne1JKWQYZ/OsJWCNKce/84OV4fP/sxYZBAsYjYMRAONI7o1UUNFmQoZ9gTugj4lHdAlglxmzgjKpUdOOUmWE0zBeCxRdZ3AkI9Pz1TXuBp+MO5bNjdVOLjN6uMGN47xPGMdBdzJrdIOsErWwAd4IgiPKqIBN/Nnyk3FflCF36WRq78wud7ur5c5NNggUECTxWqg9LJrzvsz1tIVHvK0rcA4/3FsKAmtnborgl5kl856ZEmk+ELNWA2usD4fIUs7zdyq6pgRkNJwzVhpVZKwbK/Aqqb7ZBoCrrKLehawswZoGEIIGUBysTYOyKOLEBJjEHqXtOpJl9Tu2i2EVPVPRai6viSexCimuuT4VZYScRNbSZkKXPvbBNavAKoKFox78ssTirp/0mSbcm/dpAzipNcF52pebHStdl+nGWcuMLVrtR/fmEngQaJDlZBITCjxBoyTYytcc0Vd+vNbhU9AiV0BWPnuIbYg320zmBhl/c3umG19FcCSw1hazhhPGXV0P1vyiirXK3B91rWu4i02wdxG/BdC4LMabA1RFc4OEiy83QNJ2yU3R1iOzo5JG9gCIhStwUl/ACXk8se2MD4G1nq1TuMdjY+QGyTJc1nqCtTJGndhf6AZpkk7KHdd0P+9HDRCM/MZv/MaijkjQwjg1psFnQo7TTz/dMjaSoWLsWmNa/vQgLPud73zHkniQYeOcvnSPJNvH1P8kClrN4/vUpz7VppFiOnwe+0lPepKxdExacv3116eH6WiZ9b797W+35CdMvsI4vIsvvnhOHa973essLo7tY+zb+9///vDud787cA47xuJ1pauBxWpAj/W29/+TP/kTm8Gekyey8yqWre0KlkHB1Q7WSqA5Bkuz4cZbB8ITHzOK0fXk5PH+PwWuj6cNzYYf7yshox1AgwwgLzZFoxvLZ62cCcVhDdciwRiM27xTJgXar6zX32++69L9crtJof3NDDQZfIxV+8LX1pq7lAxsKYbxGZSMWdOdQLDmsW0CGNpnoW8xa0yDvbZSj6JTY6dVPTye0qnLPYll65g1ohnSD0CeMgBl2+RxDuYGiSJyf6z4ecpsHGsAHq3asg+DAwQ0jG1i5yJYI7rh4IF371a7Nl0vA5FGIQ3VdELynBvmBMl7MefalMd+PWrFdLhypBS27SnAFW8mrIC7IbP/zQCs9fk+ZBu26pz8GpItK0MB1KeAtxolQKb1RTf0Cc4E5Gybu5SRUWoEaz3eP7QrjeTIrPlRxKj4AMA0zoe3Z9Gpp/ncIA9P7ggr+04MHHD48uVrkBBmNDRmBtW56LvW7zggAaPbDePZk0uhMDweVsN1qKfgyNF3Urp7ss6D9SEUVkLJRdbADZbzsvFcoc6a6FmVrFTMWsFZfzI7BOBidGo7t17SvZvFYckNsiFmTQDVEox45ybL3p//WSh9a3s4yDgR70etj9beliwbJIsnN2ZupPZAj2At1jfV5w1SP8BqsY7UB4XfcoNsh1kTqDG/Utd9NQNr/lDUM0zXxlfbAfGh65A+13Rf8p4soq/ngMIqmCs1xwwv2oEVeMwtW5+1BcsG1uhCTqAqNhS/KPmDsQE9O2bC9Ia4XAfWwKyprgKOVcGNR+AtsEawmLlNxiq7n8dAA0zQ0SpmqjFGjBkSW0mjiyLZOaa9Z93MtMg4L7pBtiN0hfzUpz5lRXciGyTdIZmwJBXW1azdTM3PSaqZdfHEE0+0XVImr3Efptbnn6RZDBldGwk0mbmRdaZxbWTPJMwSyYQmzEqp2D5ue9Wr4nQKBK78S4VzvPGvK10NzKcB2hAdCW86pnb953/+Z7uBTjvtNBsl4UhJ+tdRpUussMAaT+uCs/Zi8tZ8+Ma190ZQpXP1F+mTNk6GKVjAPwKD0Cg0Smkcnw1mrfdg7SE3mCSrMLOgHhc0VrO0fvuoubJAZm6QSbIEGSA0XOnKRddCGadSBkeRKdSvsQyK98B14eguRfXEXwt/yggnMFyFidHrpA1mTW5U3C9lI5QJUvVlI+lsPCTnRhqZtcwN0s9hrhukLDnVNvebxhyTS6xFrJKrCRM/u75Yr/fduXu2XtM4zxrJq0xYH34TyO2Ge6PInlN39ITn7Y66OO2UaAkSSHEQY7AcG1GAVb99PCpACTBUd2b4ZwdC052ZZd+g9IhHQL0Ccuau6GqihsvOdtoO+BBDVoARomMyHrLMoB+KLn3GrMWL0YPJqilqg/1IPu7c+83w/u8/Pty++yth995i2LG7N3ztW6sRC+UXMymbLqbAhW3vdUaifHJEOquNWUsVjoEhsGUUzgfYTJRchBk1jVlDcXI7mQgY1PBKLT29mDXcqwQBndxH0k3O7/M5CUa8ubrXODBSqUbGlcxmKbcj9O7ZE7MkZo09sgUl92EtrZi1SgLcppuAtaruVVchcWRHzJo/P6ocmfG+OQes6Rnm2+vRNe8j6QHvFV/WNxlvDi5SMvdK0W5Yl7FsjDWzeGkrClCHWLdDeijHdfosDEckzzL5Ua9bbpAoxBheegrYoAqOVcbNTb3YpNisRAhXFXa/H5QaILBh6Ey7QK3xJMmQNQK1xjKNvwmUBNQatx3JbwLQFKi1qotJT9KkJa3Kddd3NdCuBpq/qefZm5P7cfb5888/3zLd0HeYgZuNf/NUseQ3rcjFFxNP9LhVN9n53rcTw6zJKHRwZmC+uDUDazAmz1oBN8jDNR/tfgV2SJMyDvV7KX+7agEj7CwzsCbjDmtlgDz0IRNh08nRyE+Ti3BHgTVj1sgeyfhEPYqdEtNiB2rjIzWaV89GBF0ZjAZzOzFrilfjoXQOXE6ZNf5W3JpckYwJYjmcgzFr7FsORtxGzNwOlQSB9bQSGuoEi+vXQhleARkMGsYWF1Tr3q2qmLNehAQBGd7dap6VY+waqjYWjGBNnppluDeCaAvja2fDYx4V9UlGYho5xgfK8YIzNnB0thAOgyGawuAGRXFovH9IRCZjG2YYsoyusfoBqS8xDqZP7w+sa2a0HugowQi3CayxzpwzbmEC7SDKdVZITGEeHmNsv4AG90ll79jP7OfwxJYM4NBN8evfZt761qJ+1wslEoT2ZsxabABj1hQvp1o0jYXiObVe38MHowLoBklmjRx/+vjKmPykL8i2zsuY572E8037supv9c1rRulRZQIgrZg1gNPP3fRS7BHdUJGL0favcxe2NYv/yE3FvmY16NzwQ3FbXF9N+shUbzwHxr9KdDoEr5TIrKFDUHRzxF9NP7NsigxQ9b6ZgTXOXk/x9dl33QWDhjRyg6IamNAzju0q4V6iVHtd6emFw01URfasKhj9rC2IxaQURuMzlm6vmeAe5dQGkvzYDFw4UZ4ZuFzkBklvgh48uCoYJaNexKy1oxfV1f3uauBYaYAulF3gday02623XQ3o8d5u+fDyl7/c/treYRkWPL6n9nKfGd1hGpicwTxe2cgmVvl77DHrp0M/fMK+2yTJCN+VHEgdpKE8ehzmFOPLsRD6kD3BkwZG7S4nsOaqdYKkli49MRTEStFw/a1LhsNn/2ddOOn4pAC0VnODdGZNdwLsFRnyMt6jkhf+1BQBNOZXzkRwUV4/aGCrHTfI8eSipmyEmDWbVwmGkcAaSSF2KcXsEKzNgmRgRkSNvqvL9Zs7Y25BloZnSRdIynqApHDIFmFdIn4N84lR7/Ds7VhkFBIIkbl0LJnVA5vbDLVd0ME98Ph9wcNGwjPPHg+/+d31YQJpKP8aLpAUGv/TQGD9GbMWG8OMkBsBUvtxYxWdLZvF79ffvDrcfqgYvnjxvjCAg0QjFWyAsw9ub5qhqzay33CuNwrvuEkZo7YmYdbYJK+Hm/IpOZ54HU7JQse1ISvXCNbcqzUcggskZXLmEDzjeOSoE8bsXX/zQLjgEbXsorbRP1Qf62bf7fWkDbMnOVgDs3awQeEZs9ZirjVmgqTQDZJMcRmGfh2zpvOu2eNwSQLsBoAtwu2ygOwr05hiJJ56ZHKkBm920y8xa3IZDZrIvgGsyfWTbRue2GxQchYAOaeBMgesTQ/S4cosgQf2y3k8IKvIj+nuwnour40Vz/ChzXanbpBelG68ti+KdMKsZYM9BGuu+wysKXmHnmG6Ng33aYq9jDQDJtOz8sDeK8Pxsw+ztlUcrHGqAIm5JBpYQ/IPZ/lmzkKm1DsmQw9iau3pmjxi6QLJHlzB3IKMYczBz79aUsNirQbWUNcU7guCtSpuSvaRMl0EIDnc51FbsXz3s6uBB0IDn/70px+Iw3aP2dVAnQbwaDy6Qn/g733ve0e30gdZbcXEfWRmPEZdT89OY1Lh5O3poKOIK/CEDdNhB1y57j6st20Ie2i4w/jpgXEKKygMjGGySLiQzMAil7vKqIovJ7DmKkQycesVYtaUmY8r01FsZma89Ln7wtOflAxzo0yPG03McGdxWdIl6hdY0+izHaiNDzEcNJpXTseLMrtuMO7Z6Aa5C6sjkZLVXO8Gma3OmLXy2hi3WANrMaZRoTmWYATttwFyN85n3Ogfwjxgg4g7ayfBiJKLGFiTPQp1DyLGkq5mPgBfa2AbSyIPCLbqUub7vpFZq4Y9mC6ABMDpJ00jlqoSnrhhKozA5/VmzLlGIcgiuBkQWHODchvun3F3hT2ejCCE1++6/SVzk/zoz+N1ICADOZBJUSMoVm8ESBYK5P3BJjSfrA/qErNGN8hqUldewIK1J8BtkowChUYpAaNGGrDq9jv7wns+cnzYtacYDk1si8VmD2Us3+MuRKwrgPaVV69smWo/63cALmx7yZn38vG9YP5yoRmzJrfgqcR92A7uH2TWWGYA7q9sPh9DZCkz0Xmrf2AD784Rv3AAAEAASURBVDtOUTA0uzusmt0OShSxbt4Pdf2z/VssSDcZsxbxZtTnb+IAT4+NyAAqznlqFqgIIA3pnFBrBBjZPdLiOJ2szk/XBt/gs57tmp+ogZlCsmxt47RNCVhTPJ8AK78F1tqJWcMIhR23mjJrhdhJMxbRCTGBOQ0IqsECZvytwQBdl/HxO5G0Jz4jBdbqKFGNKJAZ851mzo33RQ8GA0wSNSm5yMx5fu8AUGoi7FgYn+4SOYNpAAoEa6ibesncINW4bIfuQlcDXQ10NbA8NYBHY+fysY99zOLTmBGSWX/4x+w39NMtlUo2IWHntS6dPTTyyDOaHYuzOMPRC/EhCWCoveeRwh9WHCRl1+4c6TEDidmNc/sm4BZUDCPww57JF+Eyhp1hKO4YjEOZlWUI1mZs3BYubo5U6sCa21N0qWklAmucO8xS98PoM4HBIWM+NW5a1ZOul9HM0f6h6cisTa+JsYZpn7B9PgEL+N34S/B7yqwpxotllQ2ysiYaPpkhivMksBEWILPGrsGJsRXHNkY/QsggDO/BwYqlF0fXmVf2DUcjsBGskVkjuK26C++8lTRs1PnQGONflmDEQTPn3ibjRjdIykbPQkmwRlFMZ3SrA4PmbpA08ijMCDk6HfddD9c9ykG4Ix505ugTdw2FnYg9I4AjGP/hnt7w1htW2txSVhi7Eshxzi7TZ1SB9bI87r1yAmoUs8buJT2zjh4MDGTizBrZDGaDzIeJULx7b2TWEv0xNo2G/MHDcOXMmLXDzgCC2ULM2NN/Gb9xTX9ykwP/7CBxIWV0yQoKrI0hcdH4YDE0i1lTNkgltEmrZJuZDZKsmgTdzNg1/c7cIJPnGLESwRozdLJ8AeyK4j/bvZcysKZOKgDCAz8bB3hcbIHuNV6LaXM5nkX0Iq5d5gaZNizus9jPXALWcorHQ2WcW41SxTNIGTj5286BuRD4XI5Fsng+3av8VoIRMkgLCZkpSpU3D87Zlp0ezmkQ0PtsKzdIqZT7ajxR1yUH7RUx1Yxty5g1bzxWktmLbpC1OdBmTi8BgOHcMRBpkjBrilebeQjmRQS7Zp4FfJklomQj5cPxaU4XS97fcoPM4uSSfbqLXQ10NdDVwHLUAJ78nQlZs5e+9KWBM7Vv2rTJ5rM4+eSTw3HHHRdGR0dhiOUtrWlntS6x0gmLUh4bjidXBVhztsVW1Oyg8CSfb60OrMF1iwZPCS/m3LboizbaWzJmjevplLR/MIK/sYMdX8bYpgfjp4/eCqxl2SATQ0EGCO2aViJXuZgNEsaPDB1clxqz1mrv5uvT0f4hTIg9CWBdhQsbRXEe2Z7wioVVAkSRrbFEKPqVuizlMSk2pby2Aayh2QRrmhTYEoxQP2DTcs5ojLprZT8SSgyBGaNuJhzAWaVNPvbtx4AA0NPKFTAQZa9Bl4Ng50zfyQh6k92brqJbJ8EzjVS215sXety9UczaLoG1vmicPgpZICm3OLNGYqGKQLHMDdIt0G0AmFM+a7cyPG7DgAdlfalsSXzee9sKY6yo9j++em343ObBGqmB86PbqyfYy/qDMWuow0MQrT6CcQqZtazf8Hfi+hh8meCQ2SCHCjeE1Zd9J6xCllABEtYhNpXrDk2CjYJMGrOGRkLIxJ0ClpEy2eK6pf2O5ambMjr/Pf+2HmCtNwzCmO91UGsV4UPM2mQCQrXtEIAjASSBooStUVewdbK7a0UiswZ6jc8mCuch04BJ2p9tY4sPsdlzmLWG8jOeYagAl/MyR2rArLGnHBOwppgwtiFl1ujax7NFGt/iVO2BbudAZo03ZxyzqbH9PjjBqjJmrQ0GSUmFjFlz3VfxfKHk1D49w3Rtak2ycuk1kMuv1uVyyBiKqWYoZWe8cpyE28UGm8iqEX07uKyuLITZE3vN5dXQaPJcUCbI8tqeYIlucCBldpzGdCq3/d3GMDUan40VgDUT1M/nQ41Zi/eZ2tD97mqgq4GuBparBvDk7UyYypWA7N577w2cmf28884Lz3ve88Itt9wSbr31VmPYNHN7ZzUvndJpfFJlwtk0BMFMTSd+McmLbSPc085bPROu29cbtvicUWLWCNbyO2OsynhPH4zl+EZGYvIwPLjHlDZ+MBp2S0eD85yJGyA1sObnHu0M21EGiEBMs9qUBZBego1ukAJ5Mmia7d9sneJomIhjYHIsjPQgXu12t5zcNS3bT+1VTBg2yHBnmbqYNZ9nLWPWFKNCsIayDJGhWKgHDUQK+g1lxMFPP9o0BGaNMl92QQ7Sk+VZh3g1YwFkr+EY3J/gNpcY6FZhGx+W8c2ZTupXYK24MlZGZo3rdwOQrOktByado5wEgLkarOAtB6NhypF3GsF9lXgDeZXh4D4YhX7qShqyYyzeK3949hiS9MyEr2zrDyNI2HEQwGjW9aS+cs32j4QpGL3uWZaBMIG1Q8ORIWebeH0pPIdcwvzUMWvuBsnznoaBi/Qn+EPCoelhc+MUyzHu12dyehKebpEiZ8ya4iV5vmTLKCnIsxX+IZaJIJIDDX3oa7NgXRi7OFaKfoR9o8kDB/uV3GWzWTbIw6NR+QbWeQy/3uTLppHIxUSAIOkLzHhYAvCQzpgBUMxau/eSSCJXMZQdD9f4KYCay3PUA0I3SLKicoPUPRK3Lv4TmTXrJodOE4wArMGBD7FY+VBK5gSz60SwRvFHvpJ76F7lKEHRAfQc1j3uWf+pLDlk0xyUVeUGqWeLwJo9D9BnkmvDytJnipZ1Xcis9fg9VQHDRX7UshWpFbiuxqzRb99BXGUIYO34kvXrHgLmpIvlD8QHdWVNT5g9hWVwz/jJT2wDUw2We3oy9s2K+ibqZv8VsyZ3SzWh+93VQFcDXQ0sVw3YY72Tk+fkfk94whMC2TTKBRdcEK655hpb5hwT73rXuwInDVyOMoKX5gitrIRZy014UgAwa9OedMJ00/Ai/f0zxmyU9lN3RVenuxC/xoikflixPbuiK9hkYcDcILk/Rz3HBrdYVVOH3YCyX0v8ww0CYZ0sZkgrcPoZsyaDsolK3P418FGXuh/1G/sDI1mGTJPdm66KRjMSLIDZ6J2dQQp6MmHxFptjkMmwceKVFY4lCUYEIrie2SArSHNdgUsbRQkPOEhP2OCeoJYN0gpwnYM1MWt9dM0E8KHMlxFyP2KVyKqYCyQLR5xgp8EYMgNrPKjWs0wbYsyaXw+yLdJ/z8oIfGicE5jsAXjZwDndEnnY6mnMv1awOdgI6DjHYH8lGulc7gUrMIOEGHTRpAis7faBjzMA1P7sERw0ySF5B5z0UOzPHh4HUWQDT1UOI/FHOQNGivvRnTV8YK/VbfU7s8ZskHlftvU+vYEVdGaNfYhukAIR6yaJzgEW/f4XQB+djO05fngTQGPNDZJMWQbWhEbtALUPgTW6BPKvj8yaG/LjcJ2m9I1E41l7McMjpVk2SA06KGOkE2VGFGVMnO6t5FIpZk0cHCeN7phZA5CmLMSsqY1BYA3ujxX49imBR+YqbLUt/qNujjVWk4C1/CQADABIuTePOTQrmCcz6rgOrDmzJpJK96qSBlnL2mHW5AZJsOa6ryoRB541JimwJXCrv+T0nM9EgwF6zkRmLe5gYA3nJYaUO9EzgGCN6FtgvDIIt+LjYv9iQpk0G6Ri1gysnYDG8LJ6/yWzRpmFe7FJAtaoH4G1peYGyUHu+/svKrj72dVAVwMPdg1ES7KDs2Cq/v7+2gTN55xzTt3M8E984hPDHsxzs23btg5qXRpFv4iJEJ98wy3htkO1ILK+GTewkXFgZjrJ5iZj3U/9mSdPhOPg+nXZloEwDNekuw8XYeYjvobvxz3RspvOD5kbJHchszY1eIftXU4IO69u6X65ATLtL36QjWZLVjXijzOXATIfsyZDhtVYzJpGpb1+G+FtANSpUjln7A+uHTIWSutpNDP5ROFgBBLVKu4TzU4tVJAV9oWEWRtXznps0sg3SxGsVeHOpgB9TSRL1EGCKDNQZUBjH8VSafLwPjJrAFuU+Zg1ukBSMrAmYxz9kGDPPQ3nGIK20zwfjJExVgxlrE+74Zgya4dwMch4He8ukKru4YkrpLlSYkNfJQ5g8B5ZX9wbSpiLzLsEiIdY+R7X52lD5XARkvg8BbGhdF08HufxgjPHQgngUKCpnAcQxcllbpA4X+RtDGuqNwD8HA4jB2uoWjFrjLuTntnWouvX2i03SIAPA2uepXC1gzKxZAJrY1Oj4ZGbfzn85WUfCw+79cJsoMBscwfeaqvVn3wIuDB1fwHnUYIlPkt/UchYIVJ8vYeS0Qys11QWzWLWpj3OT+6eAmvsCpxKwER9LblHCAYYs8ZBJkoEa7ZY15/jmuaf0stCYE0AFQeJFZHuTTLfZPdI88O0vTY/0fCgFljDN2PNyKzNeizWxoGoY2P9BNxjOHLmBpllbk3qnTOQ06R1Op8qbx5/VlW98+WEvPQM4/5cTq4NV3EQa91U9LvWQJSeM5FZizuUGbRrLBiuuO5/AkoybgRsJgCqgwW4Zkew1lPF/Zg8gxmvSPnB3avCxHpvmAPx6QOx85TLvn406i0H0JtOii13S6toCXw0Tm90f/xeAmrrnkJXA10NQAN68ratDM7kfvXVV1usGneiG+TmzZvDli1brA66QnL0qFhMh/narv5BXXBdTzE8anAANkPtLdk3G/VQzK+AG1M0MO0ka0XsJ71LyK5NwuL8v29dCZcoDkXiAsGg7NlLgw+GchjI3CCZVrkyeKOVyY3FsvZjqX/QBqCrjE9wRZc0ywiZ2KIyQMjCtBTXP9kYcwmToSOwhn1l0DSrY9vO3vDD61aEm26LcWQsw0QPNHDzDtaKs30wW6NhkrrGWn2yARMXVhnu3C7AyeXc+EyoDACsgV2z35PeSNjENIt1nu4ha2XE+BDMUWhPZsxaAgrj1trn/gPxGDbHGlern6IeMWtW2ptQ23P+JV4TAg8KDTL8N0mZtX0OBJRcJJYI4eFwEabQFZLNIU/VV5UC4VqY2xXWwlAsuoEssHYArlaMXzsRsXaU/+exw2bDrgSrxPmrz145g3vSNhnbVkGfop0q6c3vCqtzN4cTpm8P4yPuboeNBtbIqrGg+g0Wewf8pLg+c4PEvQu6QLFUq90tmmCD11hJZSaQkGbV+HruGc7Yel7m8khWLbYJfd6NXSuUfMglkAMF/WSXsE3u0uMO1kqH6i9Yxqw1iVkTEFLWSxnsnCcrc5uUntQ/cMwaWIsWfm4c0ygIaLZoe3IatthynrWGgjrnas6pKwDrnE/qzKICNw27dfwzN1Gvt5yDNaXt5/0942BtQ198vhvgRLKZHMGjdxtNir1YZk3ZIO0mct1X/YbPMTMqqWq/1+0kWSa5Nlx31r57w1/c/snwmP23Zc+27DmDWciLTv8RrJExNGaNp2+urbi+BGp+g1Q4GIF5L2ZXxY5uYK12S4Y8JsSexUvte5g6Y8tMHLnIeV+b9qlBZv3dqJjcHN0gcQjFrC01Zo3XoCtdDXQ10NXAYjRg9kYnO1566aXGrJ199tnhqquuChdffDGyzA2G5zznOeEd73hHeOUrX2lukswOudzkN9atCZ849+xwTtEtNSigz15UcGXMD8KYkIWDDcmLTXp67mnjNufaXTcWw69uj0OyNMSLeLltXYn5bPCP2SApdKvqLd0EVztsH0+MRFW2VL+pN6hAI/AER8w1AE+4TORyJCYn25AuuA1Gpshi1jS24NfFmDX6y7UQJTgYGUUFLsaswTgVWOubBsDKwJqGqFXYv52w4eB4ZDnitZQrJ/KSYwSfo9ioq8/Bmsfj0A0yMmuxrhSsKWYtOwUsZGANLFQrqcsEyULqWtjlSJg1np+uRzNmjfNq7ZmK9wdjOFN5mIO1W5FkZMbjfEpKZ4eC66u7TMtV9AWK5k47CNfJUwcxyYNfxmjMM3V/LPdQ1EsYRalAmZUystElt2jBA47o4jU1Uutgxp5KL0n5OrAmZg2nEt0gY4dbNR7dHdl/Y6KXePxxsO7909EF+qxdj0KGw1ie/ZDCdin5hq1IPlJw1e8sy6y7yE3m3Jg+WP/AYX3UQ1NmzbNVZsyanyuvyhw3yAQQ0H2Wc0DqrmFqewE+tTFpdtNFAdJ2mbVK7lAolItg9DC3mxgm1Jyls296lPZXtnKDzMHFk1KBnqecjl3XG/sIx+oGb94f1s/cHQq74zoCWYoGVnIJs0YwtJAIJHIuMn+k4N735wHBWjJoUNg6FfqmwaDNqJPG2tdMRBr/wuE7skNqQApDCsjQGsuXeQwws+a6y24ot36ANTFrVbhAUipwt0UaGTxuyKzZKvtgzNqEu21POsubc+AqZm1m1l0oPYFSHrF/JPTKOsE2smTWjthd6mqgq4GuBpauBlpbbS3OmVkfv/jFL1qs2uTkZKBb5Ic+9KFwww03hDe96U1h69at4dWvfnWLvZfH6mxCV5xuP8CaxeiAFctnAVbYkBg50soqBP0/e9NEeNPNh8O7f3II2bkQZzQ1HfIzhXCfG6waMS/nZ8JQbl84iNTJfRP1L2XVtyS/aTzAMNEIPN25jFlLbFExa+bJ00oJrn+CGYtZk7ETbWQzZBPbb04tIk8t/guAatUHvhfO2XOXMWtyg8zRDVLktQwe1eTH0aTTYtXIXlF0bLpAUhivlrlBKvMcLjuvvOKC3D638iJMBNY4yM/U/ZQxj+WyHw0fnBCbmQJXeJZGsSo8DU6kzHm7TNT+hv1b/eQ10ZxbNFiVur+omDWcyG6AK8rGBjdIxrDRRfhWMGuTzp6UkuyGq6s7bb8Zj1ljegQTHPP0oVpDL7v5DbY6n48X/6FI8Z/F3+C0qogrZYwYhcZ1IRdd7Apg8dJskANozwZ3zUyN5JJ0xgocrBF8xAQjsR0rRj1WDut1zVl8ahoG9kwEaysn1ob+ffHYApb8XhCsoe2MV6PMuCGfgbXhmh6sAD54nZvNsyZgRbdKE//iwMB8bpBkaQZ0Y2DHPJk1r0NMWKyw+Sd1rnuXCWdMNIjSsIvaWM0dDq+44p3hz368F31KO6HwYibFRgNKPzgMVqimK4Gqis+SLtCUx9xgFAKVSWeb1hQdrAHsFjwdfWGn37/eJeWynAdbLmkrdb/mWUvdIL3zGYOH5xfbveJfd4e1f7klrBzbE4p4P6cy5G74Z4xuCzl3PZTKOJl4j49yzTqzxrOju7i8AgjUBNYqA/4cwCFmMSAAZ9CQm3D9I2NmHstjfRGMVd0TIE/iESB35mC8z8WsFSajjvJwg6TrumJPu8xaevW6y10NdDWwnDXQMVijsi666CJj1S655BLT3Qtf+EKLUfv6178emIDkuc997nLWacjDMB+lXyOkb6bfRlPzOXynzFrNHqjT1QtPHw1nH45TPq/EC3rNWHzhboPLFoWTYlOqiNEo9gyEUWTOG0rm/rGNS/mDeoMKNALP0X+CNXjxZOIDxOZSk61sXHD9n3POZMx6KLDmrAIHlzXq3Lgrf4vZGwHw6dk1Eko37Qy/vfXKMJibCvlD8ZpVQj9gQ+wHSr1tdVlb3djx1P3KCrgS8VUUMWtKRFAdwJxGYtYcrM3HrI179TJfmRmQk2LTWByFe2AzYewT59fK4tWsIV7Sd5F7pWL+mtXTbB3nWaOdedl9/eGvf7oKxl20Xns4PQCEpNgud89sdIPkdrJrw5hHTd58ctnitpWV3fwKAqialoGk1CbX5+YDPwg/33uVlSvbBFghGLPmRnTZwY3b3aECt8qeXAwGJVjLTQ0iOUlkJtg3XvB/7be6RALwRyHapnG9z7nGPpQmGOmbmjQWiOAlBWuTM9N4VtRcajfs8GN7vySIdBwW608+BVzIYpHZosz6+UxXSxbLp+x8yW42SDHp8WnpesXAiRUTYKcRnTFx6kI+6MH9Cbb6U7CGBBxyg1Qb0+M0Lssllet7WBml5qQQf/unwN+KnVPh7F3nhzUACH1KYY8yi2HW+q48HFb9y+4w8KUD2bHErAHGxXUee5obiyfOJB/jrutV+ah7DiQV3H2yZzg+mHQ/a6xDINAqbRzIyY5eW8jcOtlBvU9kCUYwgFFC4PK6128O/TgHUcsF9KlUNPcj771VP9tmmwSOU2aNYI0vLXODxGlmMXVc7wMiNg7FGsCWEaxReg7E517Bwe6IgzXMqWHbUWkIP8NseNAPpeKpVHswIEnJ90U3yLJGndpgHG3H7kdXA10NdDWwxDWgV27bp/m+970vvOpVr7KkIjl/cHNnuj0+4xnPCJwoe7kLX26TAGuTCIzpm8GoI7SMyKh6Zi0BF6m+Th6Die/vNoK11Q7Wtq90Q8DdIKs5JhPoC+O9k4GJ3cZG3TpPK1uKy9Qb3SD9hc/R/0ZmTaPFYpxSNdx5x/vCnXe8H0gsrj3zTI8j1Ai+r48JRlrrVMcfhRukDMOh2Ynw+Ht/krlBlmHRTA+4ZZXMz1TnAutgTYb7igysxfbVmLUkwUgjs+bNlI3DPcfcGU0xaySieLuSuWuVDTLGqzETZNI5hfZgp1FyDkjKrrZ7t/TOm7Ak7kXGBGAG6OmTdw9aEh0CKUoBoKaMuDISMHt8HrFmYE1xa/s9/iVlUQYqu6yumBwfdbqhz2OQWauCMfjGz/8O1mGku5Cz1cozZg1cgS2jBfatBCPTcFPrydwgZ0Lv9Pqwf/weK2Mf3k9kONs69SH+cNue2GUGADmH+1WybvqQgf2xJHZwGkBjaHatioQTfLoOuUG2YtYG/3tfOPeOOIUHBy5KAmvesB4A8BGk7y/s99GJ7AiRWWMqfuEibdIk25kbpDfdmLVJ72x8c3C0QHrAT3ODTAzsPIx0AT6BKx2j2bfuKYvT1YhLqtNkJ4G/039SA7grEnBSNziS7NdqkW6NQ/8Vp2dIdZV30FUB6KXk3LUw72CNCUbG/Jm8wvwAMXgEIM5pCygFdz/V6YjtV5wWy2RgiD9aiYNEm6vM70Vm++Fvuvf2Tx7EgEI1jLzouHDolcdbLQVlifQ6VyQJrtbdscXWyps4h9Eu3ZM27YO5LuLC8zQcTBqr5gmTqmLWANZmMBBJKQ5HsMZ4NcqhojNrAmvYNw+wJkHuVVssTsWHCZm1pZxgROfd/e5qoKuBrgY61QBfuR1JqVQyt8cLL7wwnH/++eG9731v2LevNgdRR5Ut1cJ4uZXhMnIYL5+B2SGLN0H6A4A1t3TpapUYOXVq2Fr7tQJgbdVofAHudBcrJMP2AkwzXgqTvdGtau9+ra/tvySX+K7HO16j8DQoZ8isUZ9uVGaj2E1UcvedHw6b7/5YNEKoIBk+jqkEpAyseX0s1ihi1mYwS/QMALbkUffeFHruiyPzo2A+J1fHA2Qj4yxYs1fgFoTfMIhqYC3WpRFvgTWLWVOCkTnMWgQcKVg77Cgtc4N0cMu4Mx6r0UBnsxSvxjnWMtGpuY1e8Pm5JgFSb7+rL3z+K+vCB7+2NnxtW1/YkYCPbH8s8Fg05Ikf78aUFBQZhnlzY8UlxXE0IfbxDTFrLK+MkJNwVaQUFJiI5YHyTls34QA1Y+1w3E0Aazfu+FzYM3p7GCqeYuVmKhEhYy7jUHJKFpMt2Da5QU4dOAg3SGcKYIT3zqwN+8fusjL2IRWp/3BlCizkBgm9Y6ap2n5YWjvFaQJyWXIRbpyZhctzeY2Vmy5MhZP2xAAfuUEW8MxQn7NC+MiBuRr48nC48Oc7zRWW7qV9bliLWevBcUb6MM/VYdwgOEYq5v4LnWVzp/lGAaE5YA3bMzdIluX9pf6BRV7nUsKsMX2+6lCd3K2V6Pz6+8DICd34I7NxH9ZHFnHTreuyTUPTNSap7n7LSjRZ4OPzw4jn/Nh+AKx4MprQmaXFrCHHZtzZ9ZvzsmS3Rhx09MF3mWC/Dqx5rKO6qzLU1jFrCcCNB5n7qfOxmDU9q9C3qiWANfg49yB5VRlZFycuWR3KmKiaki+nDxrEnGLqmGmwgHtKq8Oa+3bYuek5Y8yaPxRmEYdWJbNGMI5BJoHJCNbig6Da7w+ECeSRzDtYOxz7rPQ37MltkDXLTwiT2d/ojDEGjcRml/y6VcHccWCzm2DE1dX96mqgq4GuBlwDTczZ+XXzspe9LGzfvj285z3vwYupJ7zmNa8JJ554oiUY4YTZs7Ki569mSW+lj38FWQ5GANbkBkkAUcrFmBQbpMV79JO7vxW+cuDael1s9Zcg1q7Ei3LVSDQYdztYk+sL53gqgOaYLkZgsH9/ajXWV7mkftHupUEEQ4XGBI1rY9Z4km6btGLWpqb2wZVsDH0UCAlGrIkMHxnablfTaCDAUF2xcO1TLADXTI1EI29X31qLm+nZO4ZU3b1h+1A/DBmBtcSqrbOh0A541ykrYCOzJjdIi1mDYUahEUy7iskxWGs2Wq9zwbqDjtJ0VIV4MX0/zyud0411UoaHYwXzukG68bx/XyFcfuUq2+8AYsneeN2acMkVG8I7blpp69IPxd8BW6C9Ue/KBpkD2AbeRXwmYtYwx9ogUNsABzMahHOtUXQ+eZ0Q1uVnopF40DOE6k4gIDyx/3C46u53wwgshaec8VdWx3SlloYfwx22brK60b7p6UWp7qi5whUA6Hpn1od943fHjfwU/kp0noK1Gc9yQmO41+PsdFbrkPyBBr0AOqvLVfswsBP1+fMTfgrX5nI4bnzc2EhuZ7vSPsd1TCRBba6YmA4lD/LqdVdAxbb2op2HBuPExf3fjm6c3JfCmDVKoytkazdIxtb5fcMdqSvZ4VgkvlLMHDfnEXNbuKkYLt6GW3OepDYsS0nB2kIJRsj+Xbh3d+iZ6YEXQ8wIWcestTsp9s+g26sRL/gjsJ0bi6GyogBmvHZSAmtVB/M5Z7g4LQGFMWv7EG9IKYxHt8/iOJMC2apQGIs3uw1WYJXuVWZ4pbBPtBObxXnOTNgRvI+yDzJDbB5gLY8H1eymCCgJ2lhvwSe5jjuin8yMh5HiQLhl1Vm4NpXQe/PO7PnGmDXFkc4S9fOPwuyXDlCtE/oN6EQjOg90AHdGMoxFH1iUy+0+gTUMOlKY5n9g25i5AQ+cgrkj3Q2yNBP1V4U3CllVzbOWZUGxvbsfXQ10NdDVwPLVgD+RO1PAhg0bLInIddddF2677bbwhje8IXD5N3/zN80N8o1vfGNnFS6x0hyJZHjaSG8hlGBMWNA03ldFgTVYpkz48P4dXw7v3f6lurOvbq39pBvkqsOTMGbL4YCPZNLI5UxGDAYvYJS03BtdoA4nKeBrNSzBJRrJAFY07Mg60KagsW8S3/lZvJfsjbAdW2Gfj4/eZ8UqFRgKim+R4SOjm/VD5H4moBHX1j5lWHKNwNqP1j08HFgTXdkYr7Z9qBhm5VfnRp7VUAfWsAZEj1ziVoD5omTsoCcYYcxa6IURBlvZXLxkNOF3Fgejc8H++x24sDyl6uBUGSHHmhjPUx6vp7TutqMfR4Ruj8diXXcd5vxDvBONwrWw0l/10MOWyfSqXc5A2M7xQ6P3Y94mrhVYYwwcs3kW0NB9mBS8mQsky69BcpMTBzDxsZ8PJ4XPxHVLhpWieKd+gPk7dn4wjE7vCY899SVhw+D5tn264vFm+FXy1O9TuU22Tdc9vysy1lzZY2BtXT2z5razkyq2bwrWZjk3AIT9pNeN5hkkGaKsI7MGXeua20qAtT5kgywDdN1x0nW26szDB80+5g/2dfYJJz9se899DhKwco3PO9frRr3ifojhrjnn5FAZyoehT2E+umtj4hJWEJk19F8F+1mtAFbeD+YkGMFzp45Z4z2T9GW2rdTAEpUwRyQx4awnlfBDNP2Sq2QfmDWCNfatOv0me7HsE3cBbMC99Pvnftm2DMymzJrfyMk+TRenq2FFebeB3lG4EJbX4XnNwEhXtFL3yw0yCKw5m85sr6P51VY1pyrg4FF/kjwkT9CIfTTos3/PVeEbX70ASTai6+4EAU2Dzpq2049LQJPphM3EM4FzpFFmT/V7D4OEnNg6BWtVvJMGypPhcHEw3Lz6LCtf+uk29M/YkUt9K3EPmsYtOY0xeCiVM2YtliGzltMgUJ/fiHGcxFwh86grvwfulD7H2gG46VPkJj5z5oDpecP43tB/6kzGrPVpShvWj2oF1toBsXaA7scRaYCD729961stSVxjRcxBwG1T7qrKZHKXX355YzH7/ba3vc3swHQjM4a/+c1vDi960YvC29/+dpv2Kd0+3zJty3/9/9l7DzjJrrPM+62cOveEnpw0Gkm2gm0sIVvYQuAF4wVj4wUW832fjYEl/ljYJayXJf8WWJa0hCV5TTLYxsYsrFkDDrItS5aEkiUra1JP6OmejlXdlau+/3NCdU2rZzQKNpLcrzTVVfeee+6555x77/uc5w1/+If2nd/5nfYTP/ET9r73vQ8/8vjgvdCRz37f0tLq8//Z17Zag4LyfepTn7Jf/MVftLe97W3u7+23375agG933323/dqv/do52zZ++B44c+aMm4+Vyup7bL2+OXLkiL373e92c0eE0t///d+fU+zZ9vFv//Zv2x13rCFazjnDc/8jqrnPuObLL7/chey/8847XcdMTU3Zr/zKrzzj+l4UB/JiVBhkBRlJooTmCP3tVthR1toofq0kYEGADnVktlW2k/VV5bE92bWqaAZkCAZlaKluU8NLmAV56kcvVK1iprWSinaYyJxyZVcWnvVQunqe1x9O/+JtjpLowBp/xa61ou9kUByjYuR81qTT/zzH/AFmZyvHe5fXUVZriRROSfwbNkel/ZwgI6rrMP+kfLq26EB0sWASVcd35b5rr3Pb2t2SnRwErIWl9GjG5A9wn6sfAmsAFcmTmLVeNEhPaTnlTMya2oJ49cp/7w/dfxbmUUWC3t1z6o8RIdfzW4tKegwK4WqNJwjTKw1okjTxL8thLjlFs5Kc6/8j7cSh4ZYzhexZPbmSKF/h/VqhXBSt4mv+q3si2E6Sh2ICRf18oiAj2psB/KzWBNBreyV19Vp9DYMAnHtPvg/WachevfcH6DN/D9XbM71TZLreLKuZ2O23cW9KMmdj/i7q505LdQo2v+jvNVcgjn8fQO7NIQoot5pE1x7BWrvrlXoxawIb/cyadXIs7OStTa64xyfuc8ceWFp0yqt+yAxSEnRr9z1zfBWcjLc8Q5gNLEZk1sS+Vkt5W/iP27VaZEO/O2WZh7yGHUF5L2iIq5W2u47Ei893l5vv2iU9/RywJkOBvnemcolloxNUqCsT/JXaawBh2H3On8gcygxSINPFY+of6L7SE2eWbCvM45FLHrOTY0+4PUXC90c5536LG9f5W7ptluA2NatvHbDG1SXrYLYsViyaOUZmLZpBRpPA/tD9lZCqJQGzJlDdD9bU/NR0i3HzbTt14gOYnc5Zp8xNj1TSBef610NzbuuTP3oRGZXTLc452ulzL/IF6YE1vrcZPNLEM2DhfsKfTG0pp0t2orjVqgMlyz4wZe26nwuFwnhvAcWlfZBpAaKFocgmkn+Gk4QBiWsyEawFYJZ5vGaRWVvK+mdWHIvmpeQgpc6JlWkr7tS97B+6hTB3oxlkBGu9TOKuJRsfX6geOHHihP3Mz/yM/dt/+29NYKJfBNa0L4K13/3d3zUFkltP1oI1HffVX/3VTlGWFdZf/uVf2g033GC//Mu/vN7h52yTgn311VfbBz7wARsYGDAp39/7vd9rr3nNa3o5fs854Dn8IcVe8Reea5mbm7NXvvKVLgDfPffc4yKpf/zjH7dXvepVDozG8911110bYC12xpq/wheaVxcCa+9617vswIED9t/+23/jHZYx9ec3fMM32A/+4A/2anu2ffxbv/Vb9tnPfrZX3xfjS1DBntmp1GF/+qd/aooKKVPI//W//pd9zdd8jb33ve99ZhW+GI4CpCX4NzGdsS0hRHqBHDRs4tWUJ/Q5L+5kzTFr8XLvWz7sv/LiS80m7MEtVVg5IkESJSsDqDs+UsF0JO3KKLCCTCGlFC0nWanMHnfb60vn0WriSV4MfwOQcswair9WsT2zFq496Go9VkqbpXNLUeTvcmDW1BXdRkRl+mX2gROe9YhuHor4J2mFlWT34y4+f55bhoWwqFhqexMlzf0FrC3u3maLQ6+ycuJqmypmUNr9uPUUHlfQFcfZyivgnlnzt+JA9E0M542BCOSzJlFESGcGGfZ3AauRQez3WSvjzC+9iuCO/jivz9lASBB9QbAG29WTcFyPWQuJp3OwvZ1L6xZc0GxhKWX7BwGRqIRHy/6aYx1xPBYAAQNo4TtgyMSsRaItWtaREu28zJrqUpARXXYmmBXG+lMAHclAAHqTFX/RBZLvVRpnbN/YqwFsA70xU4CRSt0DtkzwX6t1N7k6usEsMjfvtVCRDYoGKVkuV9CpA0pbD6xFcEPZegBrmicRrHU7g1anb+WzVrv9z0mhAC+Dcu8Eu7JMnTiWMBanR4/YCgs9Bxa9Qq/90XetCXP2x3e+yT5z5LfxjQxUMvvHiDIpieCoFcxvtU3d0jpYsMUfnECLJxLgr51yYd6jGeRaZk1gLfqa6XiHkPmToK3nlB1k48rqfj3jsoEliuau2XCftUPwGEqfVyJbXWBBQD5r7UgZr3PENUfOuK13X3mLLef8KnghMjTsiQBhnUN7mwr/sGCle+aBNBlbumyL294Z8XM3hu9PhnxoEaxFv78YYETM2gqKqCQpsMYzqYRZqiSym63jp+3wY+9y29JpzzalQpj7ZfxaXdm+4Chuw5qPaAaZOUtAqQf9AoMzgxSzpuccg9Ta458R7leOhTy+pKbCRA0Rasswa5JT+/ZYkkWfzccn3e98bqgH1uDGrBvAmjODDGMqVi+ad0b365j0uxGDjDxexYzUn3Mp6+/LZFhAEDu5WBi04UYZc9kq/RMWIOOSE2BQC2zKXefkYhhHX3Lj8znoAQGz//Jf/stzUJOZgMkv/MIv2O/93u+ZFvKlQD/wwAP2cz/3cy7F04XiHIjJE7CTMiwWTy43YtU+97nPOaCmfL5fSFE7l5dXF+uei3NJV379619vO3futEceecTe//7326//+q/bP/3TP7lUWAKwn/nMZ56LU31J16F58t3f/d32F3/xF/bQQw+5+Bqf/vSn7W/+5m/sd37nd+wTn/jEC7Z/njZYk0/ahz/8YbcKowiQore16qEb7NixY/aRj3zEvuVbvuUF2yHPuuG9pW9Wsav+JV5gVVUKKxmseBG1rYrPTDeYteh8t+K3dvuxP7Sjn7uNF2zCHhuv2jSa63DDK4yPj2HnjzmlRIEV5Cchhq3WLlk6+4TbTuTmF79EBZmucMwayqP0uQv6rEVrBvTtleVjvT5ay6z95aRXms4EdBOV6HOYtVgXrj9RsVSF7RAZTmkVcoxPfXaXNXYPu5xk0WftHEokEgCbQ3MwYV0hOIfMznIKi4hEdjARmTWAnyQya9FXKJo5al8ysC/6LgB076aO3e7JnB6zNhByra0Xvr/HrPWDNd8cKletMH9DHr298splO8PJIxhcALXtDznNDlf8XPVH0D+BUZMZ5BUArgOAuhT3gzYLDMX8aMKRW2Io1Hhw398DA7MOrEXwE3el2l5J3TroG3vXtP+d7vj7Z+/YDa5obEeX9ApzRHZsi6HrCG0wN9re166b8L/zCw2nQnashD+Qn3jp+ojNV4+78rH/Azngt/Vddj2wvTpnbC8elviPsQjTxAwSZWB5OSQqlwaMGWQaQNMtoqjSL4dHijYI0Emd8pMl+tKdWTpiJxfvsken/8HS+KxFGQlmSpk1zJr2s+7jpPHyAVv5GlKINKYsd/sSPmseKJ7DllFSCd9jFEd3YJgDwn/nlB1gryZgYNc0lpnArEV/pAyAQNK5GGYtsDbRDLIVdHZXQd9Hoty2y6dnbQ7G8LEd99lKwStW+WBuqqJa0OiX5CxGqH89a9k7Kw5M5D5btoE/myFAaMoWMjsBJ37wxKxJoilfDATSDU5aq8yaeGFdftKWM/7YaAY5GPKGNQIQW37kXhgL7ye578DbOIrbCcZLgD4u5pyeu8dtP+9HMG8d+PycDb0PoCpqXdMmnLsDyGlvWV0taOcDEDrjFxqSCx7Mj/BOKvLuOb1jlzvV+JmwaJElH2gATU3AUgRryisXr1nMlwCiE/J7OuEW0wJKLeVZs8xjMGtEg2wVWCwKq0iJYHLefW/alpKj7rCBzy9yXN8Nw1YHBnnOrOZZ8/PTn2jj8wvdA8qTK/O722677VmfSqaVMlk8dOjQOXWJ3fjxH/9xW1hYXYjqLyBQI4bul37pl+wVr3hF/y4HdLS9WPTvarF93/Vd3+XA4Dd90zeZ3G864cUpEuGbv/mbHaMiUNQfS0HHiXVRiimRC4puLt1VIrPND37wgy4Vleqen/f3rfII67eICbF+p06d6rVNEdKl9/7Ij/yIvfWtb3VgrLczfPnrv/5ru//+++1P/uRPbGQkvJTDPrE+OvZ8APZC7VUV6kuNndom3fuP/uiPeK+u3juHDx+2n/qpn7Kv+7qvcyapAi/6HUWmhT/6oz/qjlcarn4zV9Xb//ujH/2oA0ORaVUd73znO88LNHVu9ZeYyje/+c3O6q4RAgoJjMs0Vi5U73jHO1z7fvVXf9XNm9g2lZXJ4Rvf+EbHrIoFvpD89//+390YfOu3fus5xf71v/7X7trFzK0V9ZfmSL8cP37cXWc0h/3Hf/xH10bNmf7+iMdcaH7EMs/279MGa1ot0YX/3d/9nbsZNLkfe+wxN1m0avClLvHFJiVmPIC1vHykeLeijmP2Ra4iku0mCbsc5TPzt9tHH/t5e/yej7lNj24SWGsSkt8rao+NNawEwyaR/4zMICWNxpB1sv5lG1xv3PYX7UdUFHjHi7HwzJqPBumuOYCg6CPldIUIsBxYC4o2hbs9h32zhxfSdoIcXpIzZT8ukckIuqfb1/PPYSj6mbV2WCVvwKzlRS9I2w7P43pQAs9h1uJ1+MV877OGGWSR4B+REIlsVH80SDVCZk/9zJpvmP/sN4OUH9jo9qad9Av5Fq9DPmsy0a2vEz20EewRzzGD9NOuB9YygVnbMd600wDMSKItLHpmTS15Im4MjYsL5KrqSpJJO7BGNwms6b5QWyVi1taLBOn3ml1SfNw2pz4K+Ikd6PckA7O2LQDJhcDiJNpeid839hWu4Oo6isDaEVuqwTCFl1o0yep0PVgrkTSYYPrca4S9D3Sriwi58rg/KYqyk359k+/xFVkN5q/ODDIkSBMLs1CoO3/TTHOAvG3ZkPuuDoNOEBC03m7Bz8PDI0JCgJ9gsqi5Lpla8udP4QumUO0tfKwkw7W6HZm7hYUDr1z4aJD+mFxsK+XSZ4/iWHYSsAZgU84P5JygIfw+H7Om+XUOWBOzJumBNQFTX6fYKkkEa91In7qt63/EBRCZZ8pn7XzMWpZcYvJLfGj/ZlJ4la3Bs1KS6zODXM3t5c9V/PsFG/jgnI38xmnb9P1HbOi3eGkDOBa+ajvzEHDvq8AM0vdnDDKSIKGz2GJCh/iKwnNYzFr062pAw7dZOJIZpO6doaCMVAH6kuyMJrgf12zOK5qJGottOi6wSMfP3urKnu8j+m8lOS5BVM+s5injGtvQ0ryJ5uBU0i4EsIYPmSTmftzFfXoZ+dCqed+OTMhxls0C4sPkJbYkzQ03pQKMxGcl2xLB1rgbF4YE1ninKYJjiyA+YntTcy2rYwIeRb5sEs3/anLI4fviXUs03/d1LOfNIBVgxPfVRfnyxYNfQH+nG8v2ifmjX5B/n6tMP+OeePvb3+7Ai3ypqlW/0LVeZTMzM86/TQpq/79+gPDSl77UXvaylzkdUQv5UswFmIaGhpyCfskll6xXtfMDEsh73etet+7+t7zlLc7PSzubuDJI0f62b/s2nmU5B1qSvPR/6Id+yP7Df/gPdvDgQWdiKGCm46JE66+v+qqvcmyXTBFvuukmB/QUj0F6rADhtddea1lMebX/+uuvd6Z3UtblY3bVVVf1AJuAmtgcgQ6BTZltrpVbb73VRU9X/euJQIoAyXpyofaq/Ld/+7c7xkj9IDNLAS+BWsns7KzpOsXgCRRKX1dsib/6q79y+wVGFdldpp/aL7Cr/fJNlJw+fdp+//d/333Xh3wI9S8CeoFynUuWdWtFJI76SSyrQKDGQ0D8J3/yJ11R4QaxptqnlF9f/uVf7oCfAFyU7//+73cMrUxFBdwEhs8nMuG97777zmvCKt9JmfquFY2XAGcEZtovUK25rfmq8VXfaH5/2Zd9mX3Hd3xHD9yr7FPND5V5LuTcp+VF1HjFFVc4SlurFutNyouo4sVdJLzMpd1m2rx0+L9AUirpMFpAz2aLtnnkIC80hVxO2GBnGVOyERso7LfRuX2ubx4bX7Hrp/I9h+8HYUgmQsTBDGaULiIkL9Zmbdwa2c+7Y7J6d7MtxDV4cfZxUKikN8lnTIBKgKzHrAWwFheVUtI+zgFrfvVMndONTmeMz830dfQxaqFU3j6Dgh50lX5QFhU6KUnzEWGorppXRrRKHhMyJ6TM8D+qix+LqPDoV2inBWati35dLyZt0yiMU9CYIsBRNMgug9oNK+UuVDdzTAEDJCI2okQdR7+Fu66Bxbp1hmTa+i+wFmLW3nB40fbfByvzrygYrlPHiFmTGVI0AdU2tFQvsVx8YtD/p4nemHKmh0nMINP2EhKMSw6vBWtCZYhW4K8cbdgSfcfQOfZPwDr6rIlZG0opCmNAmO6o1Y96e9bG04/A3ly5upFvyZA/LbJB6nqNSLe9YkP5HTZW3OvKR2aNmOUOrI0UdqOg+nPFbpwENCeW6zDZHSxnh/Bngn1jQiWIPukiQi4/ZpdupuO4fiexP8LPLr8JrIcxpa9xLbM2nxOyga1ravBJVK7onLSnQD5GSaIIcEAmS17RTwdmLTK900uH3f6xM56hqFw5YCM3L9hwtW7vf/BH7e2LP8/+PfQpUQ0Z6w6m2JnQVnddj0y54zNHq1YINm2NNYmxNQ+yQ3RilDAHkgyarke6t2P6IliLrL6iP4rxQZyJG1VkFGCDS7oosOZvI8fqCYxVAzMTmxH/KvGzih45NG51fH4TJa8ARRCvyIsxqEU8JvNo1d0rK28cs/QTNUufaVj57VusFVczwrOlHcFayL4unzWfg8/fABE0yaetE24UTe8miDgTzCAjWFvB9FYpC3OzeetO+OdAOuXnW5rFoTJmhdE/a3L2s4A9AKCY1XUk+qzFGzbLe6PRYo4EENxec9z5wBqpw52pai3lwVQ6AMtMRmCNAeNa6oyhY9Foh8xJ4zW74CbxGesP10R316DZ0sRvLSNTVOZBNVgC6FJS4VkrZjnN2FS2D9rgZNmKuynbLwowQjfH9DTZB5et+rr+Ai+O73eXp+yHH/voF+RiXjuy237vstc/o7qVN1eK+Ete8hKnUAtArCcyMdO/C4nquvnmm13wOSnk8jMaHBx04Ejgac+ePeseLiAk5ql/4V+AQXX1g0ERBgJmkn4A9+ijjzom5s///M97irn2CygIqAhECjAJjCjegkTsn1gngVBtu+666+zxxx93TJr2K4CeTBhlmikRwyaAI3NMsT6SQqHgAFPqnJen2+U+dF0CUv2ibWKe4nUNDw/bG97whv4iDmxdqL2ybhMQjAFLdPBll13WY6fENK3g26syGpPv+Z7vceMbGUgdVy6XnXWcgOkP/MAP2I4dO5wPnUC7QIr+Cmirvz/2sY/ZlVde6QDKjTfe6Kzs9Hvfvn3ntFs/ZO4ppk9zSscKaKmP+329xCYK7KgOicCfgKWYP5m9RvNZ4Q6J5qaA+Hoi5lIAXmP9dOQbv/EbHWsnRlULFpI/+7M/c4ygvosZFJiLbKSwz6WXXqpdTi5mfsSyz+bvGlXjqatSQ5+OyF5Zk+EmVi5ezNIiKWl16g6CBGwKl8lbr+tfvN48B4UbPUYvowyrmJJRIm1dX6vYhzF56gy8xDYtXIFu3LVjY2etnlpE8dnhyj3OG3//nF6HKEko0zKDlHRrY4Tu9yvpw6yATqNobkP5e0GJmnuxTQ5Kpws8gIZ0XmYtKH3q6wjWFH2zHvyU1D/9zNrNRDBsBZCkyHXvOlyyb0j5SnoKvg6KzvWcuxwUXK2od0MQhSY+GNmQ/DiZpTy6iMwgnfLYA/FsR4FLE54yuYLCld5hnXnmCgvdJdBKeP/AhLFtGdVsFrAWFHg1wQcU4EsAiCFHrXZZv1WRdDiZHEoEkrqqD1HwhgGAo1Pgha38Arvbp6AXEfC4Dfrw047Kw5agpIFhXKj9Q5g02umkLeKztp325+jHtWAtkC1umJUvTSH6cbVz3SnmKeJescfjqTs40WvCyc79U20y1/FDO0cpp6JEYNaCC4z3d2K7glTsCyaQqqkHvJ0Z5HHbVCKEefeAO8mWXNnOdsbt42cOWubjx+0n2NpIDDFO2Lwi8lvLNsftU4d/g65I2XXN7+YuZIIJdfaJwJquqRZs+M4Ba+ycz8r8Z6tlW97sstN+BBAxbgWYNYmU9WyqROAJr9QnMfmTRGZtunzc/d4+59u9dGjABj65aAOYy4opzDczmJVi0Ma/NEm/BdaUa02Sv+N4T/GWAj6Owmy2CbYsDq76iPnChMkEc1x3YLg/I3Mrdk0pIGxQ186xwp/6hiIvYCvpqDBFMgrkw71wIbA2i8/uRx75SavPfCNH/pAdW/iEvaxzPffkartcpXwIdGWnGnb/2DgP0BRgrWIfa3zIfoJ558xNOURh9hP9PmA8G8X4tHZnbfnfcFy/TIYf/lZxAUa0JSZ2ls+aQEZvFUyrKLB+Cdj0Dn5heG5y0QDYLPNyOesWkATW1At1wIue1cWFYRrlX7WptDoDANfKWg1TwQjWckfatumPD9vKG8ae3EY1aJUW1i+sLipWaW9h3cH3Uafk3zVuJx/tkr9Rk2f9haVCDrROtwCzrrbpAcW8CoGWsphs8oZy22q6RgUTQRJ6zgTTWm2LScEj0dgNzJqmQZMIuC4PCb2yXPD1q45kNIPkfZjl5li+atgGT5ZtS2OWM8rw359XADFDqoPrzvgFhew9y5Y6Tv643f7eUF0vBrm0OGb/fte1X5BL2UNUz2cjUtQFrt7xjnc4s7X16lKgj/WChIyPn3tviZX4gz/4AweMpAdK0ZfiLvNGRUSMCnj/OTZv3uwYjn6G6uGHH+4F4BC7IlM2+SNFQCdwFUXslsCPzieWJYqIBe177Wtf6/zFxJr88R//sQMUaotkPTZR5n6qZ9u2bb02qKxAmeqLoms6H1BTGQEuAZF+EbsVGS6ZMu7evftJYE19Kv+2C7VXrkjf933f5wCGQKcYOoEaidoooCmgFkVA92//9m/dT0VFVBAYAbUoYtYUJFBgS6aV6gMBS7GX+qfonGqT/A+VrktgZz2R6aMAncCYxkvRPWVGOTEx0SsukBuBmjaqD2KURV2zwGj/PFGd5wNrkd1bz9Sxd8J1vuTzeQfsBfAF1sQaygxSppTyXRQD2I9f9u3b1wNrFzs/1jnt097k3yBP+7CLP0COfbIH7r/Yiz/6/CXVmVotGBsbc1T3vzTLVz7xGXvkH99qoxPfbRN2EKYG5S6YOuZh1hzBwjtQ+E0mJLz2LLfyBltqP85FPmpnkoO2Zf5ymxwm50+K/EFo06kuZj6wKrPYhxUCUGmhEcVca6nGqDVLi7zqujZCCGoxHS8osEZ/2C/zEBH79TvnH+ventAHAQM7BVbPoJ5SFxSumNPIsWMx8ErTKwRJTHU6hDmPzNQctM4D5Al7GWZ9UrwHUa9uPp2z1414MxAp3j0J9Us/qwVzIEUkd+G5KeSYNQJvSAScUpgrNRhnSvSUZLeTegZSd1vm1rM2M/QWS6iSHQJr+IdQXBEuHbPGOySBOV5n1IN7HRvBmsyznKj6INGEUj84/byPAABAAElEQVQFgC4PYE3TEGLIieqP+ZTOLsLm9YF7MSrnmEDqCI2RhDqchCdGBVPDFqvkmwfals9h3od5lXTrvYA3Jb4WNg36nmNjdGwW9CQzxwLK7nF+C0SKWYtgbXPnBENw7gvNnTN8VJsAHeZ/MazUOxNFEHGyw4uG9ikNgGQQwHwS5V25y/rBWgTeyVTLZjGDXKydBKvud8dszjVIHcCxJJk//jgoGWnArBUCEkmhil49+v/amdRf2scf/69WPTtvN9l/5iJd0d6HdPIW/RhNC5t0RCn4UknpX3DMGqC54V+OjQYKReJVJHj2qLmLAp/PDNsygE0i/yxJNMudr5xyxOPOANYqWwvUmbNB2EBGGbCW45nhFfdECFaTDmxI/tajqioI4f4f9SirPxpk9Fs8J8CI79aeT2SdsXdgLVr7CPMhKcwyfQxSxpUoXGIfHVjTznC/6Gu/1JqL9v773u6YzuTS1a47H5v6G+q5ft1D8p/w4PmOrdtsKCcw2rT51gFbyh6zMa3IMKcUDCStVAYAnA43Re4w+ejoxiZBVp4k4b6IrPmqGaS/v+Sz1gbgdPNMMKoUyE0Qtp/TONO/tlYdkFZumfu4yDh1MIOsWzNL7jFWXmRiWawM8/j34ysGqxmY4CZ+Ym238mT25tu/FyAECPvnyrpgTcyaW/RRDzNHUlXeD2XmPhYVkjbb+qVTCLnWZv11RDNIMWtiLSs8ByWZAKRyKQ2mL1tndSX6rA19+KR1tviHgAvdH4G9VmAEzrl/27yj1B8tBRlJT3OjnwQMvkbVO0kHoKn5L7BWfwX+bR8hhUVFwV1g22LnU8n2nzpGbjoWZVirqL+SVBYvMqCmDtlfGLV/t2PUd87z8FNMikCEFFexYGtFir1YsguJWKzp6WnnFyYQIxM3/ZOJopRzKcbrBQp59atf7UzxFK1PwErylV/5lT2zM22XKVq/9INEgR5FnhSo6Aco8pUTgJGpnMCFdEeZ1ul8Ynz0ez2RaZxYKOmXkclTOZlpjo6ujmF/G9arR+dRgIt+EeulfxL58a0NL6/tF9Ne+VvJ1PFDH/qQyX9OfmaqT+aJMoNUv/dLv8/c4uJij2GMZQSQJDJHlTmowJx8tgRqbrrpJncusUlixQTAZea6nogZkwmn5stXfMVXuL4WCBcIjBL9D+Nv9XFkGjWW6nv9jmOpsT2faKFBbf/85z/vTDnXlhNbpv4QU7ZWNNfVTwLUKifAKmwh4Kc29Ps86lhFmZRc7PxwhZ/lx7lP+GdZ2RfrcHWm7FyF1IXwtdITHUG/WG1Ye550ftiOoV99bvJut2thYMaWg7aaC1HKpDCfwTTrvjovNOT6w6+13Mwb3ffG4iYAWdEe21Szba2TrNJM8oJvYirjJ2cxrI6XSeocfdYyNVbRUEzrZL4Vs3YKH6IXlHyU1j7KG/rMRbYaZUYi5UAiUyzu7VWwFpRSB3TYnxBbFs0gQ/8NDV/ujo2JXj8zJ6U5YTdO1LgD4RlQtqSKPRxM+aL/mzvI6zI0AMWP+qSmLYFQMgEJKcBINIOU1ing0wDQCJo7usWfmYNpN6DDmdeNYGaEwpUEwMhnTaJrcj5rRAtkzd46Ga/Ya98qWPNapqJBRuk3g0zDjOyC6dLZPVjzfaay0U/r5Py588WBtf7gIirsm8RB+oGEZ2W56uvbRkCQEUL2LxGBUfqbgowIxE2GSKg65Ez4vgmgJvEwhC4BOQrYRDPILZ1jttzHfrrCfR81gTU6b6TuJ4LAmiRGg4zM4tcylvnUDJ1VsL1EgowSXMeslBsmUMgxW6hyj9FWSSuEt7txy/+1y2DJJXWYNceq8D0FEBhLXm7/7vqP26HNX2uLlQAqz+1Ca28zmy6msa/3HbZCkKAeE8gdXc557XokBA+qNe5l8YUIf4GJE1jLpYZN+bfUW5FZC/jLTVuMVU3MWpMVnBWihM7n8pbj/s81C+RqKwDWwiAFsJaij1OnFi1zjMBG/Cdpp/EfCVEFG8GUTttju89hWMMciOkDekxc1NcCWPNZD3z9cc5GMBB9nXSOKB3umw898AMOqH3ZrreRXuHH3K5UvJ+0stAnMhPM316x+lDaHkFRSmf9gkq1M0L+sAxj5O+JTjBt/ec7c/Y//mirtR/g3kaal3q2sq9KIQz/MzxbOsN+QF1EQ4C2fJC7XUXpDDcAJn69hNiwl/KvSidPYwaJOSY1FXEOHWT1v849q/ktc9AE9PdIfcydJ5XKEmDRg8Y2/muRWdtU2erGJnWC50Iwwexvp/eF9m2ovcazJ7l5ACLPCEkHM+pzJMO5eRqlCKwiSZGvUyUFZOWzilETAT1gugKQyicHaL8f6Bo3cnreP0xTWA2kT4FSJTxw5Scpce3x3e9AaVfXqqdfjr6mI1oCy4gY2lS88Zj/6qN0kXv+QN5KFd5l8abV9mMA0KW2PT44okOtvd0rRO7HxscXtQfEiMlkTeaLz0TEpMhccG1URYEeMStrld94Dpnw7d+/35mcrT1WZWJwilh+7V/5wskUTsq2wKD+yU9K22W6JvJAAEMKvXyRFP0yMjLRNDACA9Utpk8MocrE+vT3xhtvfBJoXNuW/t8CLQIK6zGSKne+63qq9srEUfnExC7KZFCBTzRmChQjoCeAKvasX/oDZKhf1A/9ot8CRTIZlcgUUseIIRNwU52bNm1yIE39I9/E9UTt0HjK1FPgXHq6+vhic+XJ1FSAXwxbFI3dhUT9rAika4O16LdMPG+55ZZ1D5eJqkxglSpCwWC0YCHRXNU/gdUoui8ERCXP1fyIdV/o75on/IWKPj/2iVHT5PzN3/xNR8NqYLSKopCd/5KSyo8SPhvTs4qf4Mu8vCc3+RdbqeoVtBYv/iZLvGfl0YJi8WufPGW/+dGubSYPVO6Mf5krEuS+2mEcyFvuxVbj5S7LombXa0Yy7YqhjfMNv62eq8OsYQZZW6M5/kt2yFOd+ywFPhgUJQEaOdw9lQSwFEO+OzNIwEpMhhx9wWJwDs+s+UrlH5jopG1o5CVugxbhJZ+a8QrcjRMMXhrGC/A7hILxUIhJvy6zhk6oYAjS84SPY7Q/BRjJRPBEXWpfQ0qRlBTGvidOf/KKJRl53TiX8JEqBTDjwldTPFHBX4pzdGU6FSSCNezs4qbe32impg3jBBLRsYOAL7Uz6LGubARrp/Gb7BdnBimHr35Rs+M1aTvXJamEvHATAmsE9tCq/yKhIRU8RNJvCimmTbIpRHrsBJZFIHKeeiKzNtaetuUGIOs8Es0gR+QHhUSw5pg1fnc7nnUpAui63GUJct2VstEsmTELpqBDhREYjbpNLtwBSHZVoVz6Pu52Z+0rE7NuYz0xzHX5tssMskUicdX3lqv/gGTaXmFWf8hUK5qbLX9fwt532ViPWas5sOYVZgG/KgBDIz5e921tJFD0AZ2QRE66KN355Gb6nATUBJOJYC2aQRK+0A7kb7Cx5a22MLHoFg3ErEnGyhMwa/hfBrDWJQS+Llmmcif+7wlX5p83++ucH5+3DKzLFl725zBrAbycw6yFPgpuTqvlB1yVTAZOgqTEtESFP7XCc4qFjBCcRX58a+Xjj/1XOzz7Sds7+mp73cGfonfCMy5M1hglNB6Xu63iwMLkleMAXMygM8uwXlmejXlbhMnSuTV747xYnIG1ZSWgcZ/v3Ith1kwJpUsYuC4wSrXVcbPAXDlmreLvXbFiAltD+Q9aPe0R60ilxt0O0AesOWYtLCiMa2ENSbHQ1Ol6lq2TH7SBhj/H3MC03XLN37tnQTYElXEHhI+EexDxnKSrV17nwUx2cZn54QcnERj93jE0QkBRUScTBENJl6ssPuhZh3ksh4hlVhqQbGCpsw6s+eu64c55y016JNbEhy+hVRjEMWse9wqNYTfmNnOeMOr6m/d1YLvgdg7zfEsHsBYXPtL4+9Wv9gmyrc+OO/Owr/yB8XDPxlU3f5qNzy9iD0RzyH5TwqdzerFXYk0UmON//+//bUePHnWgQayGlO/zRQwXUJKpnMqLvZKSL/8xmaaJKZIJn4JR9LNa/e0SCycfNPkXCZAJsAg0iGkS6JLiLbCgCIgSWX2JiZKorESMivzk5P8mUCmQIYJApoM6VmaTMjVcCwjcwef5EJhS0AqdS/UJEOkaxaYpYIUYMeWVWytP1V6ZESr3nZKGi4mSKafAhMZPTNgP//APO6Al00EBDAXZ6E8RIB829a/MHuWupGtTQBEBNOnVEgFfMZo6TgyeRH+le58vKIrKqO0KLqI2iR3TPBAY6o8kqXLnEzGoAoYyt1QUSLVfiwgXEuU/U5+o/TLRFNgTS6xIlJLzsYDaJ3ZNc0xzUKAvioCbfDRvvvlmRwqpDyP7pzLPxfyI57rQ3xccWJM9q1Y5rrnmGnddWgGQHaucEv8lpYwmc+fQJTZSOeiasW3ntTa9y3MII2VvVtUGkLRhe5KYSOZRLNM4sQ1jMvOGuctt98w2d5wiQW5pHLZC3YMIr3gQJKLjNaMC4fpjtKxC3W9rpZs2jJlf/pjUhBeI/DFah1b0IzjwC7kXbrzXa1CCfDEpsOhKT2LWgm5BP6MwLK1WKaV+ePilfgMmipJb53O2k7xfB4bQJlG8id9iX7OjSnoFf5JoOucKh/NLH9X2DiBGpFHM++WYNSFrCXWJWatLu5L6FhulfdQD1NM3S6DMSORHVlSEDUQgU4xezLHWWQes9cwgQ1/oOBb5e7IphOgX8BQ2igFGluhzKWuSWUwXo0gXLKHU7zmBstrHtDjdu+8cui7JMmVlmvuK9w7YVnzWJPJbU641SX/4/iOBpZwAQEpi/QISR2UyGeofQLFfbpx1Zdb7WAk+a0PBdMtHPKS/QrLryrH3u8OWqzMotSyQBHOzWFccy8GCXxgRu0aIFLe72far+E3SalxaneeyCaueGETl9BcssNZeWe2I4fROd1yLhPdjPz1pw7952v2O4fDr+HVJas1aD8yrLrm4LWQHbbzhwdqDydeSZu9S8k75eSNmLZv2ymotC8hfYwaJhm3X3Kc5BYO3GaDH4M6Hl+q2hb2o4klM0Pw1aZjVDGUnmLjnCJE7s/bnE691xx4f8pr25fOz5/isiWXLMBmuu/248/NyhcN8SQXW9XzMWopnUEKOuchKF/NsJmQEa0qc3i+HZz9ltx//Qxsp7LE3X/U/uVeZBwEo5oKds3zv+m+bAiaQup0OX+b7J5le4v7yfjJlmaWw0CLwFMcsmicPTwLqhmB++0Lb99rip6S7J+M2sWti1lbBGnVHM0MalMQMUtKGcVOThwrvBawtuG1ji75fGyyyRWZNO0ZXPECrNmcxpfRKUDedI5eef0Dd/RW32z3b/Dss+3m/uOcq5OPdd3w9DDTvEC6+PYR55YTOm7PsCjnNws0TnyfxGPfIAaxJUkSETJVJ/E1eTonMIIWDOkSMzARmzZtB+us6dAI/MYCcpDkBCxgWa5T0PBHG0S0+BeDmwBoKjpPg67vC/SPTXfnIxuejFq2cTPPoJwG5pH8dKPtgzTGEJwbw8dO+DbDm+uFf6kO+UGsDXlxsW6Soy29Mvl6ygtq3b58LsCF2RuzI2rD8/fWqrPJhifUR6FLACJkRSlGXOaPM6KKpXv9x+i7zNIECMU4ytxQDpPMJbOm7GDGBI4ENtU3meTqHTAOVqFqixNsy3RTok8+XlHP5LylQicw/1S+KuKjIkE9HZG4p4CCAqPp0nQIRyusmNkfAdK08VXsFLBTkRDnyBNAENAV2FSxDInZKIFP9roTk8j2Tz5mAnESmpmLkFGhELJF83qRbv+c973H79aGx1HgJJEc/QTFsArLn81fTcUpHoKApGiv1vYCUQKHa2h95UWXXE7VRgEtsoeaConOqfRcSAXJFqldSbIEonVtxNtRW9YvA3/lEUTUFwPW339xS0Sm1cKB7QXNGwFH9GuW5mh+xvvP9DarX+XY//7ZrxUOTsl8E3tTJolj77YonJyfd6kV/WVHh/c6U/fueyfd4vmauZH++4yX2bbdodRgfibG8zcrX6HO8zHlwSLqYnyRZWR3uniFC5Kqi/DUPXmKTRAyTiFm7vvyEDa+8xf3O6MWOOVchvJQzzRQvan9sCUAnYxMBQL0qB6dZKc2usjCugufhR/vTKFWfRx2+glYTPrt7L/0COMrgsN+/YrG26TJQxCiQJ7K//izR1LJ8jz5rKZizFCvjDhzxmaM+siL3qknSl+ObwupVUNLKKEBv3AG3Qb81MCfVavHOgYR9PugeCRSebMhH1UKJdWv3rAajFzqgKNNFMWtStVsonHnXNsLjo2grWMleQuRzdVwfAQjC2LQwlZLRkCTFgrtUpAGYtREUSpXhPUE/YLoWVvaNYBMZVupPniaXWcErejHCn5TXWC9ToycTQ7SLuoYp7jAmipZ+L+FvNBJ8qJYAUfHYKuBrB/rgOOxY41TBhi71oKsJBanF7yzMhaQD+6cxUJCJbWxKAWAKSkJNOyrLOTu0xx93lO/ZrDuzHVvKEJ+QfuXW0PmaQRmnSfapU0UbDn2daY3YLMpsBlCxchIvn52kr156xG75xFvs5df+OtHYlwBmI1YKwSPS0uRpWyqwYm380CTV6hz2aGovLEKZQOSAu86ETBp9B42VJmisK8r08/1ZD/djozNn2elRgE2JRQGCwwSwJrPVjnLh0X7JttY2LpmgFcswePiLpicZXxZsEswdSQOzRnetvCR6ZpCwdOl23uZIQHywfAKARrj95MvsAOXzQWlODmYx4dzs6qiRAyxZJlwGpmI5/AIl8sPbf9Iv7JwaO4wJbgafNf/s2Da/z5WJzJpQvzJS7CIZ/NbGij3ysh121fJ9rswJWDe9bq5YmLP7m9u5jzCZe+IsvkoTdmhh3g49PG31HWNWfQdenJgGa8zT3Kt64DQJjpFlcnfHYbXFEzIHMsz3DMiFu9nV34Rmk8ldBgaTyUyqktV5qgKnK9605Wsv/xkbDtEcO2FeDCS9Iq9HXoJAGOryxFLLMkfo7yuKJFb2oCOTJ0BPAGsVWEiehOHZ6PsqBfszzqpuifGfv3S4N3augeGjxTHunqbtcY53x7KWPMUzIYAymUG2XP20gzmX4V6RiHXtsLpTzN5hteQr3bbCnJ7IdBNgrSNwhc+aZGSFdwHz/8zyvVbEVFUyxNzM8U7QtBy8ZJ8dXXgXvn5EHQW0SAnT/FmqnbZTS/cBXN5K3wJeaVs2l6V+cmzKvD4wUykeSHFuqu4W0SldRE6+5zBjTAJ8GvjLSWQG2ZWvHEFAciG9RSk3Sv0w5OzXKKosWSasmVf79YTiscs81F6JDBrT5P7UvBCD2Htuh3Qz3BKWLzRtqfFEeD7qOD2b+ZxlXr9uEEDIUok/od9ewRLhhkFrVXw5naP/mlyhi/yIwR7095nWcZGnesEXE+vTG781VyNluV8Uce98staUT3qazOdUt3QxAYmLjS0gU0jlSpNI5ysRHVeKeL+orvXaLZB1Kz5o8seSkr7Wn0zh/sVGSWeMJpD9TJ/Aoc4ppir6dwkQyTdMjFwELLEt6/maxX1r/77pTW8y/ZOuKisx1dUPDFRe5qP6F+Wp2qvxu/nmm13aALFYAl1RxIyqLyMQ1XblletPISDwKlZJIETALPpjxTr0tz+Co34LsOrfhUQAS0ydzD91D0Y/R51fIhCvf/3yn/7TfzL9i7J3714HMMUW6ngBuP7Q/rFc/1+dV+BconknwLh27qztY5XVM1f6/Dve8Q797Im2KTCOwKZ87gQ8+0VM3oXmR3/ZZ/P9BQfW5PC3tuM1iJr8ujn76XHdRLLd7RdN6rU3b//+Z/r90k0HbQeRHYeXPVjLbUU5vHzM7G94J3IDSVIAkkEmbRklQE7V89kRGyJB7qH7USTyY7bCi3pmaMlKrLaOVkbdMTmixGWbJdtW83UU0X+bmNtJButZm+VvO6xm5tHWvxDX5k72HH5Mf2iGNz9mcf9xzMrvqmAUWieKIL4UgygQF5BqvgYLge9N0Ssdg4N5kjSjmBDdT1JIFWxwfICHn69kfHzUaotn/A8+8zAWO3d5RlbgUHqCTLW+8bIC/VawmdxZa2Ois2ec6JzhqEIRFsQv3ttcYoGWojCiMMvXSdZml29Hoei0GBN/0hFeIBXaWBwuEpwiTUh21SRwh+IYKlpKyb/Fg5rSZvLDUGIAM9adO4ZtjGF37adxGdg2SYp0D6emx+1P3s+DdvOQC1VQRBmUJFDIY70zk26T+zjAiriuaRN6r8wMFQ1S5R6hqzId3ydKxB2PXVjUdn983obZ7r/PJOkTqLhYrjHeYM7Ns9Kfhs31ZXJOiYNFagzYa/fQXvSyYysA4/GcPTpvdrSsYPLYd48W2VZEWfPHaZH+zjNZe63ax3+Z5ohV23O2fDft/Auzq3+QuT10FLOJsyQ0Jyxvp2wjy3tcOH3VkNPKO8dmAQ+SrnEipFrnpJgwSoZ//xZLnpi39Pu+D7M5t8l2bT3Q85PMJf1cqssmk+mXWVki0l/TVjBr9jDfz8lium6HMN8p3bnTEl8xatfd0URhvpMVXN2nmIrBKo3VMe3axfVRVRumTn3WbJ90yqrOLLCYZsFgPg8jTlPH6gQzSVxje+mHvKhNZHArz4TGdve9HsKxj4Hoh4f8NZbS22y47MHZ8dHP22WZAZg1PxDb5/e745T3S/LJxeN2MHWpba8/5H7nvzppe/9ML5oZaze5cfYXbc8RXS9tfwJH+l/4B9vylq+2XWUPhnJ0Y5FrqJfIS8csLQ7kbATfJ+WEGx8vWXesa1PJaUuHeZRrV5nXfhI1HFgr8ZscciwOKHH5GBEcud2cNB6dc3/3brvSxtkuCc3GdNePncybBwfHbZDu6k7ibE6ZzBWjsEJ+zAaIdlnv8oxF0uqfGbHIPEcC6Mtyj+4pL7n9h0tjdm2c1G6L/1iEnVthhUZ5L+Mc72yFmX1gmXQI3gMVeGZPnM4Rw5NpheI5wP2vZ4eAUhtG7XFyD17lUk4wrPicSeqE6BeT2wrs1uiKn3yLS5O2/8RbXZkR2DtHFfLrsolXWRvwNrXrpO04vNuS5Cob3zxup0581pVVEnnObqmJAdfOsxneEy31IZMNyfL4Geq7vqWBMucOc+asn1sNAoCoFTJmSPL8SA/Sj905mPaWbRrazNgIrAki8UwNPpxHuT+vYBx03ECWMdfqEFJkQSWdHuRJoOTWKDkltmNymSSFhCRTY8Eyw5Oi9pB7PsaFErdvnrmwecQW98/YwGFX3H9Qd/4m5v6H/c8859D8ezYSFcRnU8fGsc+uB6QEK8rfMxWxGc9EpKSfTwQeIlA7X5kI1OJ+gZi1QC3ue7p/BQD27t170YddTHsFXteCYSXAll+eQLfMLKX/CvzFlAOxARojMWdfCInP1WdTdz8AfTr1XMw1ieVTxFGBMbGq8rNbTwQUIyO53v7ncn6sV39Qa9fb9fzcpg7Rakm/xN9rI8vI5lVOhf2im0S2uc+VaJLrBllaOmkvXZmziQraceYsK76skA747i1gs5+jzVLwiygve+YF6MgpUdpOrrSUbVmctWWUmYV8y0a6U27f6PKIUwj0wt2xlId58YqCXrTLQgnIcD1lk4Uddg0ropIkkdHK+CY836U9z0sdkFMdrMJG+bFsEHq8W8Q8Jyit611DE2VGUm155bTLqn0DkKPw+JJ6BUUBJqLekDKbseo8oMjrDm7/SuY1PZMv9BMHYoYw7bpysEK/AdxgELosCZdQ39oJr7BWKlX2+fO2UOIlS/SzzpgGxFw+0XDKaMMpZTANAZjXYU2IQ8egwTVIeQRYxHnXwCSpFOx/GimNV4bVfznell07kokSzAztwcxJ0mQFf3ZWNkd5WwqmYo1FTw0pwEi57L8nXEQ3r0xtzq+wvW0lwodLYWwDJlTu+FzadjtNE90KYLq0RB9xyDzpAzLB1LY8U7OBsr/WNu3y5/D3TFuUItLCb2cUdkYKpEtADPMzhblVfaVmewZLgLQEdVfsd+/OEdDEK40tTALL1FtR9EvuBGdRpeqookV0CjFrS9UpO3aLNpIO4HTNKrDQkqXFE1apnbWtK5dxH/nxiKkxMsGEMSHTR6TBwkYe3zLIJFs+9QTM9qAtTJ+GcZPiRyLqjP56gTd1X5pShmnWwJKvY4XkvfA0AASvZA+2ASu1hjU/dcaaB9qm3OCZBCk2ZnTvwdQh1YdmrU3AmDwsu8j0MubPDXySBFYkYunErFVQFCSFzgJzcLPrh1zw61kBIibaoBOkKmoWWT69YAvLGv89NpScsGx1FAW5bY/m77AdzPnIrO2cP+jKtwLqOdtq2EGWQjY1D9up0og9PnCCvngDZR4iUumglV9K9NPDXdtxet6q0/gpsac5X7HdwSerc2rFVrgxWvg8SRLcbz929702Mzds5Vft9dtoagv/Lje3aaKYNf3XAtz2AiFxs6WZA3NzZVZY3WF2dum4+5Lujvhj+VWt+fu2lPDXL8Z8nvZwA1n6IRhPytS2pWxJIIe+rLdO0Vt+LBsumTj3ENvhU13dXXxQ9oZ79/baoO2aImFtKUx+V0JzxYOrDs+ReH+Cf92o1wH5OqfyrJGZzR3Rplzj7HKYFUREzcyQZkFj5e/B3ct+/tR4bjvGiYWMFmbvQ2V/4bVHeJ6fvYG6PmUDBPFYzOdYGtHCw6gVMiP24JbPOrDWuWvOVl49AEi83Z03KZAEOGyMct2MSZP0L236OwLTdrPea78OaLSVPsDP3dYxABnbFFpfW8SsZQhO0n1Uxoo6d8OqWCBoiUpWABLeVu5vl/t/CVZ9nKlYn6zQHzqC+rnPV2b980lmkCmC2ST57ffypGrVGIszNJm+YvwF1pq8e7GDsCaAVn09txfl8gl/HtWp0P2VywHI/9fPtyaAr6EH8zMQ6QlSrMQ0RP1gbTUbQG5tj2z8frH1gHzSxC4pabcAiSzLxEyJTdsQ3wNiWBUJUoxcfyCR51v/+DfQ861VF2iPKMijR4+eU0LIWIxadIiMO2Vnu9Y2WjS2qMznSmRmIbD2uRMP23zl+3nx8bLjjdjgBYWVh1sNZv3V9tBG6edJ/GH2LBZ4ZcGwZVndRvndUp21MUzeTvPCG2wdcU0bXR4yl7gUH4xtZQU6GKGof4nJ3E5q3CBhlB8u7rHXh4tJk/vnuby256qPnlQPfjEd7F98W/V6JxAAoahb9MEFnU/dsCWJreGV9Q7KY5McQC2c4yVNQFQTpaNJrikNQm1mGfUkqg+oqM2vt6+tEvIDFq/eHMTEKmFft5MACytEmFMF/GZgUMQVHMGDtWWSUlcqXgHDQ59C5Fijn0VsZQB3L9sM08dYO381+agRYEBAowFYSwIqFO1MCpCU2Ir8U2DCEgEI6ZRNB9aGnM9aE3ThcCgr4C3No6rqokmY1K24FWuUj7Cy3QREeon9qPawUBCudzS7TLtJ+YDJrFvd57rU3yfnyLMU9FURMo/PrLh0D4v4jkWwtsyqfm8eCVHxf++3OylmnUSh2wmzop0QKpYEvcyy0K9ye8nxdJgFhnsBWx94omSHnJMcii0KnMDvypJgAWCNS9Tig6SZEmNDcvgzL7faNDuQlQV82AbPuu8VQtYvN+ZstHyI9gdqLiiUmeCzhk2mK5vExCuHsiY1PBWiMh576MNWndOdsoPjMf8iqE+9tcT5vULriAv2jgUTrFoSFijFrAgsTbGhycegH6/a4il8SlU3URxTM6vPkuaji7ZyJaalmJBVMTdVXzQwxcutAWu1tOYRtZHYWJJOzPWYNWYjwF7jCEjDlE1SO1Ox2fphvu2BTRmHtdhhs4OTAIglW0CZXciNMbtI31HZ5Mo3A1iTcfTu6sPMvo79845DVn/sNkyw1XLOTeTZU3vO2CHSE+ybX7QaIFWj0mC+72beSBJn6n7cXTNRtEGgGRjiwnzVb1chmX3O+jmYrHO34bPWIjVCi76LYC0LGEh3ija/sOLSU+iwhRXSNHAfdklhUHF9y3Sv6nWEkh3ihQqsLZIfLEPkykGYP8nyZs51Qk+/rq00TvV81upqPNuADHwGAEDU0D0sRnSoZ7I0ZLffVbHrXu77XKUlSYJ0jKZus0r9Kq5pi9tWwN9Ts6J1BnDJX4GeRlgQ6nL9U4ebtsttB4AEX7Vy1t+r2wAxEvhEOtCPcy27YoMVRYVkMYrAQC6tAGWAOHaaIAzDTNsakREnBq+yz236pL3Ovtm69yxY5WrMeGbvcSbiviaCzvDKaOr9xRyaz5NTL3/atjHRO/g+n3OP0kUy4ZZ0uQ5JU6H1kTRg7ZLD0y4KrVBcHqfG2lKTXhdY82fC6NSX5RlWyaQJiMP43LtMf/h7s8mzqb7gn3Vi1hKk8EhyP0Qp8vxr2iSN0JyRmWSaRQmeFcUlS04Nu7ae2FGkH2V06aVxeZHccVXeDW4weR/o2bt6f8W6L+avFm4F1vQ+EWBbTzbA2nq9srHtxdQDMrFUBEr9072wVkd+MV3rM70WmYnKx/FCrNkzrfu5PM4/eZ/LGr/Ade3bt8+tEPSvlinqz1o/ti9wM55U/ZbhPZarXMt2KRK8IPFdqiwcBXChOADI3nBsEj81JgSr7WLYqinAFy/vswVMpRiFEiH5V2SHhs9MplHEr0ERzrTSjLkgeXqWEgdgOHzdbeoUOBgC9JzMjjsFReWyIayyvj9vxaEiXs/+fSzdzAvMz1OKJyg8I0NhmQs6fKUPiV8kJ6G0/5lc855/sCrbfB03AJgaAsSYfdMer+C7I9zSRcLG0vL38HWcQ/SF8yvAgnbnYOW2S7EDrLkcawrA4PVcTsJ4gM79VQXlEcVdkghJtN33oJAP4rMUdDuUWJROriFZ90pGhyhuMTiGIk5K0o83YWkwWwoMnbYFfZLrAkiRm08yDDvj3R2Bi5x+kYiGUYoEtTgmWgBpMAkdpuJ79BlxO9Tk1UNAsm6rZWEgJ0JQjA4+PIr6plxrEoXvl/zqA4OYNSbtupE6+ZVQo0M9vWiQdGI8ZzONUg5Y23vie9yx+mhTb7PpFc1adZpgHWUbXrqEPaGTo7lb8DeLzFoS8AZUcvVk5fOJnD32T9aYetx9nyovWCJ/PQr1KOyYZzykcEoKgblssziSJEFZ9FnLiaZDFKyhteABpH6XCDUeJR1M4OTj2CDwh/wpNG5i1uI8ELNWCwhVEWH1vBhP3+eYd9WjEOzpYMK5EuaGIkIuOrCGTyGMewKwWS6dcKddrgHw6dhKyN+mja3AvGtCXbr8kDv30e0HrXt8wi0eqEwWJn9y4jCAOUGQiwX62s/NNEp7NMmUL54LI+8bb3mYDklhOfS/fmidRIsY3Bspled6ZALZhintBvNYZwZJHeqTKPLFGsxNxJ/ub4zWWexj1mLetxQ+gVqnaO3MOiCch9VttBcdWHsLmGDzGeYx+7UwEscsS3snSDzf3EMaBMDN/Q/5BZj+k2YXpi2TnANQn+xt7oz4eZxc9A8UAY3I3gv4Th/x+xVApc21Sk5j0i6Jt0pdzFqYU/UMLDvXP1KHnwMkp7u+H7UQcKrkrSzEvG8fvtomx4lAR1AOuxe7ZGSq/ABBWsJDUmaXm/33LhUu8H649ZLPunIJnkHnCE1U+zr48CYxXZXAB7u/CjBycJIFj3D/FDo8Z9yzTWaQ/goUoVSSApy2Bvy23GGuNSwW9Yfub4sxGxFMXgVFBcBa3Y7SIStENlbl8u9joW1wionAQHF5iwQ4kdlqlPorfV9044NCZs4bstEDGz3wnPTABlA7fzc+34GaWh7fLee/iufZHkWhkbznPe9xfmrK4SDftLWOil/sZu8Y2WavmD2OwuA1m8nyKfv43e+1Ko4yAlnbVxZthPxp4yt68ROgATMrqS5tNOwTI9j/87Yc5l13pHilnW3d4Jp/Nu9frlcsHIN5kcLnX14tlIAGwQwGeXdOYTpDCAJXPnMxgOeL3TFrz+d1m1WQho4lIajeU0vQR3T9EkUbg3hEWfW/I1iLudGSayxoVmDT7prFaR8/ni6RAqWrXD7Sp+SEtowzhlFNiCDJnTCAtZiXqhicvBRgRH6ETveJ1VGXCBQpbFEBUmJbSSKEnnc/8DcUMBx0vm1uiwOgSj+QUgQ4pI1GHEFjPYC1zGNN5hIAou8ORjdzInAmVleiaJABf7jw/Ut9EQ0LRMQ8tuwv2uVYC7hDIep7wjZ0RPubYwWCBdBQdCvpawPMtfFwrR3YqxGiQArwKVBJjAh5yzQJeOnLb/90xd72wCwg1PdqBGtiszJCz0gLhjHFmEyQdzChQC9Im7D+LXw6JcuNaRI/XwZALaD0hRMHZTMTwFoy4ZVFRYdsVY/QUNT2tr++pam7CRqz24Xq/84nivanzd+1v8t+hj7xCyIRnOdC1QoM0aXveoo/irYkQZ8lT69OrAFOqf7pEnwjPemV8FyOoAtc3GJlhmh9GFoKrLmFFsoAHqswRa4uyowm72Vx4BQLOb7zFQ0yTVqAIv6K+w57xlhgbaH+mDtmrOKfCc2sB4wrrJZK5kvyX/ISzSAnlpdtCzkd59K78WkasOzpQ8xrPzEUffJwbdFmNpcANCvWJYCHJL/o6+vI8RAROGUCOsnCSktymr8hmmqItg+lynxnTmi2N2HVWs5nzZ9L16/aGmHuNbHfq7UWAWtbXX1kWTD75YQNOZNSADBROCW6r2OESAFhB1RyzDGC2+QBNPU2zCU+a1/OpRedaa1uB8YMcCUZXyK0PX/bl+Xt4L6azS+mCdITgI8rwfVVPahPCz2Ese8lxi776/XMmr8nZCVRDGbY6kuBUsnJ7CrwVHcJhIhJkjRY/JEocEsa1jQncITMj2ISm/FgRZEPtw9dzVwCDO6B9ZppWOvELInbT8D0+3mg50gHM0hJG9NKBdaJ8zMRzGjdTn2E+79NTrqkS5iuYfRzvUhgkq0y9+2BNeY21+79Df119sCazPlH/T2ad88of00+dL//rmdcGrCWCvefTl9gjDv4M4pZk0+cTMF1j1WHD2u38xmt8KCq4Wcs0WOg8Qp/nc7pVRs3wJp6YUM2emCjBzZ6oF/Vu7jeUISeH/uxHztvYSXx27NnT8/0QFFmlOPiuRKtDijJobK1K2S/8kgo/Kmy0f9LinzXXjY/QxP8i+2PSLj713sOojrkUdg79qmJK20lOYLjudltO0hOi2Yd810dH8C2BZlYkaJEhDh7k/s9hSmH5PKFU1aCoYjMWgNFSsxaEeWomiS8eMebTRHB//kvXrdZZdY8zkS78f12wQsI1xfBmpL0JgEDa8EaVj5OUkQXk8wrih0iouLvJgt2R/fbnPldJkR5dDv1EfQ4+ZO5hNpsisDPlQnnjwxBScfDlilmoJg1d2lB4ROzppxrygcVzbISAZAlQuh51ZlAKa+w+l3CFyZKEhAqPSWFMiqH/g4BFSJoFEiXKEBJShpO0J20zTNoAMSgqGmbfPJWwRoAoh+sobAfVSRHxIG10G/tYArodrBN6Qd+8p4Re/fjKFOcT/hmiPEaimNJwZGQdmABhTiCNR3/taRBKC51XdL20pQ/QX/o/m8NzGYz5YFpEkU7ec3D7tQCa5FZq2ICma9vc9sTbqVeX33bs7KnRDKDY+6vwFq6i8lWAAnamAJoHpreYV95itQMBcLzF2e4L3NWicFJQj/GuhxYY3yjMhwTLru6znjgpu9KHdfktGJ8UlNMEMY4hu8f/515+8+3YUrnwJqfGAUYu5WM7ziZB25NfQKTTBJhB2X7MOASztwmYK+GQqAPhe+fx5xRUiz7hnbSHpxVQ4LwuZKePV6amNpKvnyai0VO567AzBoQNPdSQJQHDmLPjsAKzuzAHJgyqSkP0vIBoCxd5hXn1AztDvMiEyKrqnwyJm4O+rUCpuj545g1/NXaMoMMqwcxfH8jLAKU67AryFDej6c9wY+HE7btpO+jYkCAms/K/accdklMj9u7YKu4L+oweQoJ32iVHbMm175uWLBJs+oT77dhARKkeTBvhw74MTsyucrkaF+q7oF3KsGiQLi/IyBKYFYtkVGkMIWgqK5vFKCkLhF4WsTc9p7SVXYiu8uV1YfzSeS+F5MkWShWMZdM2jccfsImlkYAe/6ck7u5r7XaJOE5sn3IBz96bNu9blP9nmPu74Gh17i/7rqCCa1Aou6VCL6fBNY8prPOoPLP+etoExhFMhLSRsSVnryYPrpe0SB5YLkyjeBnmgasydzbi/b5/ecya/Tj8BpmTZEqU2d5RhG8haN0H2lBZnngiK8KHFcmMM1yxr+7RLtHkNwNZryJ+CD3R2x8bvTARg9s9MCXbA+EN8WFr19hM0+ePOn+KQSokuPF3/1/jxw54lguhSSNCQbltKd8F8+lKGO6QKHCcwq0PV+cJS8lcIZeSxKBsgJmbKl2Ueuv+KcRJTC91T6yt2P/59LTrox/7WGiRTAEKQLb8F37Hx+btutOeJB2csD/HVnegSUlL9qQw6jOi1hgTccP48TQ7fiV6HRc7Xa1P08/gkIUyEBRK66hPf37Qs32ulxcAEeJQF1iBsuM1EmoW/mAJIlgBnnaBR/AHwkl6x9PYTrUfBOmaeSlCwEcXGF9BAVHuk0p7HOER1QaQv1xtV+JgyNLpvEgqJ5Telx9Amu0y5tChQZGM0j87KJ0MYksYzKbE1gN1+d1bZi1bgVljDnABUbQWA9+KD2wplxyQebi9dMvUYa4jgjilGtteSXOOg80jkczSBTgeNhaM8jIOgnoCh/KP0ipBoqwaFFGYJMkC71ca74Nbz1AEINgLjlw2JfpBnM41TsUTtpMe7DWwmyq8dJbXV2dqpgVr9gqxHpGqAhRkAIngRnIBTRa3HYN/U3aBMBaiZX96CumspXuPtu2TF4pmvDjuce5hj9ggixZReaK7BeoluRDZynsucwqI0sjlb0cFMv07Or4yW9teXQZsJZzpHr6ZBOwBmDDr3L480kHUvMK9pDwg5MFeK8kPbOSw+dSYK1A1A2F7q8DON54Z8YeWxnDTFHsrgejLUJ11jtnffs8/sBE04O1ephL8wMeAKlQQ36RPCuunTkFg5+1mewBGzkKCJb55OYHfT2wHSdWsja/xyvLmZkA1gAoGqXKy/0zJTVDu/2wkasrTDD2K2n0zU/8ip3s3O3qc2DNPX/w28wocFCfzxpgVdIMCwURrPXMIEN3FomSKxPgPGBVokUZgbVoXtoCrPkcbx6s1Vv4mhK6X2MazYEViCMC7JgypXlJ3nbv1PXBJJ9YA9aI4CvROCYiq0ieNUlixbdbzFqRVBgCN+rXzS2SvCrvGu1bIKXG4fx+O57e547RR5ltksis1fHN+8QNu1lA6NpXPz4EwPdz/eglBP4JgFb3yEBuizMNvWfsH93xhXv9mFxhN7rf7rp80+gbTCsxZY3X+iSwFsq1AWusCLnj8TZ0fxWBWFfTAUBKZLLo8ZyyC/ptzRBtVosU9YZ/X1ERpf194qj+uGZRAMTSrZHZFkgtcv91UzM83n0hAc0WESyXi0+4c9p0wirMh6VwT3UJUBSlG1jdDWYt9sjG340e2OiBL/Ue8E/mp+iFd7/73S5kqcKW/sZv/IbLYaHva//JUU/5CJRUrz+E/lNU/4x3K+Gdojs+X2Rzmchmga1pYoN31akRt3qv9pWIzCZpJbeie+923+Wzpv/yhOavkFtJSuOb7vl6+7bP7XD7Tw2USLZatSHAWhK/BZn4SFZYXY0JgceXh3l9elAXrG1cmefth+8GkExoYR9Aeso2B6W8GRRrJcVW4uu1zFq0nkkEFiKCtS8fJVomwGe+swWnekyzosNUPHFsE1hgwEU6NNv+4LxtftvjljqOQhMxgtd9vBlmUJblS+ZioYUy0rN1aQ4IBKU7mkGigcYz4kTfYXVZAUgQFvcluiZFU4NXIvEu1AWn7plBBh+rRKKFSR/zIehOOm4u9G2wAtMmwqCfawZZJvBFlCLH98wg+0wfnwzW/EmmqilnRlqFqRxEMc8ApqLoPBIlxi4yLi8fb9qrt9TsSvoc/OSk9JgvE80gBdaiT1Iz5ZXmUxPvoz+OMTawi84MMoA1ymZbAaxFZB/AWkwonZ14qTNLU769LEqiotxFqXdvwNTUt/dY+aydaM4RWvxWgJ2U6lhKvly+f1x+LBigqAwLsUwVt7iC6JxOOgpOAmu+XJg2AQlJioTCYtYO4gcWp5dSOzTwf5MkGe8VfJgkyrO2OXWLFQhRnodZW8YJs9vM2+fR5bWYEJmp+hzALJiY5QLYTiXnXR0Em3QyP+BZNP1o8Ewcax6F/WzY50YupR7yD8JiSGp7HnF/szhFTrHQU9lddKAoOx/aRFCHMzD6YrEkzgzSD5t1A5jR9uR80247+j/tcOPT+unMIDPcC+rKegY/OgLGyHpAEqNhtkLby/irSQZz29zfE8HXsaCUJox7LkQljWaQ0bxUgLgW5q+YtTpAvtbd7BjzCOA19oLzEvmIqU8boxmYuK5t2dSy02cIFiJz3iDphp9f+pk+6Qe2W4IrzwBbCHgkUZ61CdJGSFKwUKlFghrt9CyVzBr3zgmsXe7266Oc9YAw+qwl8I99EIvPf9i9h1QenEfsH6CyPKzgSOF+DAs5YteODN1nzX1pm3h4k+09cwURhve5upXwJVwaZpYrtIVxlSkkdriJNRGS48JTcwvtBKyJBVTgnRTn1iLBkbFhfNF8kwuyQWexKIElAIPmNjYAmJIU4HSldtx99/a+vr39zFqCKL56nmPU6MotDQ0D0ojLSeCc8awPny6w1szMWTn/qK9rmimzzLbgX9kP1kDsrsxGUmzfVRufGz2w0QMbPRBV5Qv2hEwNFdCjid+UMssrA/vb3va2Jx2jyDMCaU83s/uTKnohbsBsKV8btjPjUzbIOwuvDbvhzKtRhGbd1eRDslApYM2kV/r0WpzP120LpmjV1Kjdsm3Cqtv+vd304OtR9DaTP4kgIwUiRS5vtyFsjAr0v4T0PyilHllsKyuMt3/BpgOD4Qo9Xz+i/ux1gVXQRnCCp5SgmLYCQkkFZk2sCAHHLLiPOH8hAR65oUimg4netSOcPCjaimrXVRlUjJ7EuwEsNZgVwsAgbRoIxlcpjG0UaQn6pP/Ll0QAa2JC2voeNX+GR3EgtfouZcpJZNZC/jRta9dgIoJyQsYA6D9aRPGtNWVfY78iOKBHRzPIegjaIGbNmdH2NX+Wy5OKnYwN5LvMIGOTlGtNPmVRBlgsOIHCpGkjPzU/o4Al+KCJDHFTTGDG677uMLFrb0cZ34SyL9exoNsRDt93ivyCJH9yw6wu3UkEa1nhCcak3wxSzImkmpvErHLeDu/6HTvUeIWNoYy3UcybwWdN15BrjLuyaSLUieFTND1JiMNBKgiCjwNi0zAOWtHPhXtOZdJVQusFuaUG+IG8SaRvQxn9eo5Z7cRcCOYgZi3bmmUE97ujulzEGcDawcUjlgmmo+3OOEFdpix5coKofqMY7511ybFz+zu2f55zBJEp2UyGwBL8LhKqfzn01bAScNsy6RVSLqjHLMmyus2cna7CIgLWojlfm4iFXZgfSSGMXxZFWKJIoQKSCwrcEEQh0rc1Hna/7hi/wi6hqE7JTLDUwTNm/zRM37RtrjVBFM+WHSdP5T6isTqFm46dxCx764QfxyTM2t+efcK+oXuAlAG6J/x41Qn92SHqYznjgZeYtUww5dUCU7/PWiaA62YAWmuZtUnmzE4WJgapX2AtG1IXKM+aY9YILiIRIFaUTUkeJncWsFa3TZiZ0lPhHGnGLwLsApP4YSL1nlzMuEWDvbvqNn02Y8dPZu2SfURrnYf1ZWzcXOKyUqeXaMVmV7+CjCRX6BMJ9+9L7zpCUBr1IRFU/80Om1sASB1jMWLqWnvnx2+wt71SLNkU7QCEBGZNN4BwbqqJVUV9zj5GjseXLS3YVth0BeXoYiLYwT9REoHJ9uFr7JGZj9jhN5+yQ7+6xd58xw/YyHUe8Mgcs9ZZcsxjQ2ANoJaGqdX19ptWuwrDPVvfjZn87YBofCe3kxYjpwclcj+Jc7etPGoEqoQl5wFT09jSDtov08z4fhGzllC4Vyd+7PV1ZWXGFionbYSRI/Gce/CIWZMxZDk3zPZ5G2RMNjm/RIA7bWzmpgGyj/iTCKzx3GspShQSTR/djx6zpt5+8cjzaWH5xdOrG1ey0QNfGj3gn5RPca3KWfLOd77TlVLCuAcffNB++qd/+imO+tLanTjhlamFQsP28LXJS+wlp66GGbuZpW4pS9qvl6CipfmXUItV+TL5sPYs+hd2lRDJnzz0SXvg4Htsx9QfWhfTtKXiWdtS3mn7FrzyXocKmMujqmN2J9lWkYLqX6IKyfy8F693OcXQtTUghEiWXLD9QXeKzFoGxa4T0IL8tFbBGgqSgJjvMgCxVsULthsAdsVI02orJ52i02b1f7UhfI13A0BF5oOSVIh8l2Q1PTJrMmeSSLF0CdH4fojw5798271Wu4E8WIJM1BX0pR7DIP80Sb9i1YFpqUflJOhEApqbCP4gaXcxU6PPIliTWZtEYM37rK2O+VnKbWdfP1gbFrPm9TMro+ijX/dE0SBb9N8pWBcBo34ReMsSNEDaZs9HEE1OZqRvxPdkL4VdpLjgXyKrMMlS2V91BGralvSX7dX8+6kyMFzSGyNYu2J2yV555n77DArycmMGHyHy58G4tEI0SGG6wdaoqguKOQeHsRfwlkxXH7QdqZfQLpi1Dnme2gHdsy9fBgUHuQfGjTh5KKVl7ssG9483D9Pu5fY1fNboXSZmCt/SALSrsNn1dA6FkxQHsnFG2h2iSQLWspiEnj41ZpeyTaA+d3nXLgOsVcgbJQZLI3YyvYfA+4C11ITNOOfSWRtsz7qIrjk6SGaTKyUmDWxJuZ4nAiCLCSzs6BJTZVTgEFSloMiLkvS8lVKwIy2OIZdVsBB1u+oAgQJ54WSGd6y0zTaTe3ATbNLC0N02Nq5+EBgkJHvnEsZ2xp4YGrH9dd+HgiOTZKHeMQzQKCWtPlW1e/actTd1dzN+PI+yKdoMK3eaRSj09KVsAGsVksOHxYgazOFchgA+tF+GdSnGQiKmVLJU98cM5ifc77nA6pZgd3I8E7OE+ZdEZk1spUjU9gRgbdLXIaZMAUba7THGEhYsgjVMYLs98N2x41gnzOq8TJ3dO+p2xz0DduxkzoG11LRnc1sypWRRLX3a33M6d2cYs1HlaOO8WULbJ8V0Aqq7TNp7795r22EBNU86mNKOEr030xkDuCbwByO1QARrlBAoyxHYaKF6ilYCxLYfsk3HPsM9T8W8E6IZZDT5U5ARyb2jH7XG7r125XGSZX9Wzy+NTMYWm6c8WMNEWlLqyoQesLaWWfNTlGcHYIuxbuN0t6kKwOaC9MS4f3yTfSXbJYP4lyUC0NYYy0oAWO/2KaCKFhskDeYzw6M7w8rLJ8j3JjNtuki565jkLDly3xT59Ctx23Lj5JDTvcX4M4CN3En6C+A2TvkzAPFN1B7MH7sxlC2lX6zRIDvhOcUlbshGD2z0wEYPPK0e8G++p3HIt3zLt9jP/uzPPo0jvjSKlgECH7jmjM0OeCbt5fUbcF4n8uCA90+Q+YlkAH8O5RiTtAFeS3nM3YLy35CTfLeIaQjKuFvF5qW6+5M2M3aHzWCa9LE9eXv7dz1q8+S0qioXDSuZr3/MJ89WfS8IZo1FXCfBXLQfIIU95/8TdG8fW47rlZ7q2DGUK77HaJCKxCd9rYPuheUeCWQ9CyGw9Z7XnLVf2v3bUiFRCryyohMmAE2puh8jlRuC2ZFkxTggDqyF80fzNulbkVmjhG3CR3Hi08dZ7UY5YZ+aJJEJksSZDrm/q+ftoCQrYIwTr9M6K6Dxulcce2aQvjmYfXl0G5m1nl5KBTMBBKUDc6M6nc9aqH4epdURHYJ2hwAAQABJREFUhu5kMFIB3Ct8f7vPpFG724E9kjYWW3vTNpJaY0Y6GewsNW/T5FeSyC0mQ8esBIXcbQwfUvDkj+Xkc4CA0E6xZc3gcHjZmR1u9yAJn5cbBCZgjovha4YcXCobfdbErKm/Oas7RiyU5FT5n1F+SWkA4yCj1H5mbdNyOD/lmkRkHE5wXxKEJIVJWHBxdHUo/5hEzFpyyyDA0F89ZJ2TciEP4GVwJW38ujh1vjsP6CX6XzHl/KvG55bxVWvYHZtGYdw8EKwGs7InFq+2fyh9LWZsSRtqn6UckQ0x11ONuJA56TZGAAj+e0f+jCs52zK4z20oifUEnHUJ4DFEwKIO0V66OGd2N3vWV4XqgDQtDrlnBL/LobKzo59gcWiLU9azXFe5cwDrtyl7YljMTTgheydh2lg3ctEXi/NABAAKqraqthNEj5QsEvRDshKiUjpmLUQ7ncoXbbLgwbEWlWKAEaVikJRrngUcCmaQ88GXTXtHABfJpr9zXIARnhfyA2xvp3MAzIoEKZEZZK1ZgfXxC11xnMSCJQKI1zUdg1k7vOifyTtJSKZFnGOTvqNTIf9YvevnXnp6ydWtj/aoIKCigXIu8uGpyi4me9o2SJvmwj22vfMJe+XiewHbXVsKptPLIcKj6tFCmsBaeMTDzsucXdFjZb4osHbus2Hb0FUAw6S95n+O2dzIvYw1zyXyDUo0J8vNk+7+aAamtdQJYK3PtNoVDg+fpEumznjtIlcnrRf4apBDsgwgaxT8w7iEuWxMJyJmTf630QRX/ZoO1Po9l223W7dqOYi+YOEp3xhy15cmfQmNpnZyq1F3LQQn2ZaZIA2fn/9iiRv5SX/sJp7gmMTmAPedELa2n91O8jzUbIxsozto42OjBzZ6YKMHvoR7wL8pnmYHfPCDH3TRF5XbbGxszJk+yvyx/9/TrPIFX3xg37C99P9BCUzf4a4lO+WVvvuGUOgQreBLXjkyYdcM+20tx5Khyoc3eZOXVAIfCOmyuNC78g/v+rTdfe1P2BQK1IlNaSuMELqa0N9a0bfiw/a6o5gPBb+LFwSz5vUOtxLrLrDHrHmF220730dADc3AdjifNa//AXz5EurWAqYsC7tLCZsl1HeaPEpO2K+gH7mQRLsXAp6dg390xsY+ddSZRamekQDWcsE8yEW/E2JAIrMmZi8GGBEDc+uWXUQdbJOi4bhljsmnxBVH8QjKPQyMpOe7xvcOJlHrMWvjIWKbM4Nk6kRmTYFGtArtfNY0b/ruYHIYO8kEpVE/BlEqg6WhLYJcZTIWJSf7R+QYwKwbQFYCRkvSC99PkQjW3rpfdpoo2zAIEjF7uS0BzHB8HrYjmqm5Avpgt0pPFwGE0qsfYFwCKHVgjcZJWdyBWZlkAL80B9aKvh1dFjx0kbqGbKCPFAo84eaAb4czaeVEp5buZiGEyIEgd63yR9Nj1buFaIJR5CNaqJ3QBOEaUBgDDdhGUx1rTcEsMF5SovcznrJNRVNPBcAzmSzR9x6gSqk2IuwVO5h8wj4sDpFwfLZlOx6ed6f6Z4DNqUF/Hw92PM2raTWa/VvMPgkoARsyAvgo1XyHrDgAgFqL2VwEoC0mUak+bDvGXurqLMGQtcPiw5BM6BQJFvCWhylR+gDhaF1PBhBaTQHk+G8p6589Z8c+YR8qy/SOe4KbhHiTNtectmODUrr9XNDf2WH/7JrCbDjNfLuW8Pjys5IsbPfgyIK563LOAyEP1nwfV2Bz64yDRCktcsHhsh2AljeDTNhAdjPMOOZwfRFKh7l/4n0sZi0PXax0CYq2Ken3WasA9LMh9CnG5W6/uyH8pTCGHqw9On/S7cNAxLYD2GbnM/hLAUADs9aEWVOkxPRMH7M2QkcyzvIT07U3DpYAa7rZiO/LZUYiOg1AUdqVUUzUFz2hhJ+cb6tOKnYz22KMgn+lVf1SU4OIHN0uvn2wj06Co20uPWh7ElfatoWttn9ulx2//gy7/QV5Zu2kza0c4Xnnx6PQZrGOQY/PIV8Zn6HaZEjSvTw+YLOZLW53nbQxYrtreb+QWJA/dR+zVifibLTcUHCsFH2sqX7P1Tvt/+y/hOcPoI9nR5Z56nKssbCSbBKghdtRudzqCoaFbLXdBBDy38X+1QuH3fb2uJ/vI8o3yQKHJIJDfdcCnPvNuG/IRg9s9MBGD2z0gHuzPb1uuPXWW03s2v3332/79u2zG2+80W666aYn/Xt6tb44Sg/k8VsJK5wH5osofV17OEQWS6M8SRK86K4qeLDWQBmYx2QmgjUxa5kA1jrbDrjyw8Xtdu11f+u+p2CjNqNxNABr462jblsCJuHg4hO8z3kdel3JbX/efngd40lgradrXajhATXEKqLPmg5xi79hhwNrKFXosDYHWMsSQtpJ0OcyMBKSLtEho6SPYgqEbpAUk8L/8pmSFEJo9OQ8ikWQEEvD3PlDhLxGMm+f2brPHtxPMBiUq9Kn56jLH+ACA/A1grT+yG3ddZg1LKcwrfKr/I5ZE9wJPn0CbV1Wvp0ZpC7U4xV3otNczu/v59iv8mZT2igMmwiocRENMwI07ctEsEautU4wr8uM+U7uBRnhFDI7zXAxX7apYftIeF0JUeRkBpnb7MvLxM2xHUEhV/1OQhdL8W5ezhYYvMys71sH1liZuBQTX5lfSYY7W/HvmbYkwE+SbI9asbQTpbcPrDm2CxO9kK8sDeCCGrBK4wzlyD/FPVRYuQwWcXV8S31mYsXWdmtWTzDegDW0UNUtyRLWvkhgF5fInt+LmPMlkwJZzKEQvaeaE/hS8mAAHOdtwoQr8M8ALNkZgJxk4s45p14/Nl7Fz82DtRLnkhzMT9trCt9krewiPqgFmCT6bcXbvy5jZmaEvVcwoTg2TdqUgdbbV7qGoDMs0gCeWjlf1xDnNgLQdMn+PlLYZa0dWauPEUQCBCQmbAXTN5mw3rV5zhY33WFzo5+1u1ZgAQEIYkw0P0/VyviXpawWFk1WWM1ohBwgn8VfVnJ9exPlfV8u7hjgalnMqGRtMbXFqvmwEEI3CQBKKuTJi2BCgZBkLZwCYMc5VsYMciC7hb5N2yQ+k2JeowzAZBeemOd85BljzpRm/AJBa5dHQnExQHnWyq1cj4GM7aMzABa+rUqZcrIEy1fxoETn2OuiQrJAQVTI9LS/T9rdQcDaMD5qPANCTjIfRh6WLywMVV8J+8iNKc5Hz+tmuLmTwURwjAWHpTBnV/rAmiIjJgFq8qVTMJsYbKXJ86JLvrXIKEXWXW3cXvTAfFNl3E58/SDMqH/2aFTnG5MOrMk3U5JviTHjeaDbpc8Xlk1OIlirY5khv+izmQPM72E3R5YDWMtzn9x8OjzfuN4qJgv9ZpAOrPEMcabl1KocfNomFloLAykWVpI1P4dlBtnEj04yZttsIOWBv9oeLRxaY96Ec4SFsOQgDzukt6DFdz3/xDhuMGuuazY+Nnpgowc2eiA+0i++J/7qr/6KFfS83X333Xbw4MGLP/BLoGQyN8LL2L8lx6s5u3dnzW5s/SVX/hI6OiAJXkTOp4mtTZY3pZC4qH78VsjtDIqDLLb+f/beA1DTqyzXXl+vu9fpJckkk4EkpBBKQgJRmiLlqL+AHKoFC4qKBUVR0fMLKioKqKh49BeOAqFIhxBaekghZXrbe2b39vX+neteZc/OMIQkBH9M9pPMt7/y1rXW+77Pve7nuZ+GVxQbyGwwhZabzU56sNYk16qfcBjZCYoRb1pSWNQy+x5RigJOp/3p+/MlIK0w+eydxNA8D3rQ3vdu+jAnMVsNSd5jHdUfcj4A6R84eTiOcmAWqGGWUHFWmfNvyE9x7dmJ+INhBjc24zYOh2PaJOMP9DgPMlt3K0WX/cpsJu9nfMXsJfZ5RztB0WFWOZobMLvNFOIFzhnWboMqXnDIHgDWmNFWv1vzOWsCgX2S1ybkMRQ8D+3TEljDAbZhkFppjaeLFoq5Y7Rr/vKs0Mhusy6HDfU5wNpaZi2oh4pZe7oHa8kRwqQYWqvMGuNJ7a3i2rIf3lI1hTvd8cppXWXWCHETWBOYlA6OWAxrvtkkstjewzc3A4BVuwsTSFLO2q4lx0Tpu57WkC2YHE37dscZzeXJzSocIwxygILZciM5KMnQ42yKRBRoDNL4Cm2NIVCRm/k1U0/ep01aEztS5Jh6OLYkbMRi/hoGze0ADFgDUQJYEgc4Rd01G47M56PAsKciUmLV9sg946Pp1+QLsvVyLhXOVqXTE/zU25oxhajYwRkrtDFB+F2SRL75tBvo+XqOfmZBti8rxVfMpuZGy6yl6w58VeOUC0iJkSVnzTOgdZibPFlK22IXMSYcI9HJu/7Nw9hECL/sojwrsLb8m5vM7YVpk34fbBT7KMfTto2/snnSbNj+bNNMn2eWUKBsARSinE+WJj6JnCQSNjjoXZNlswKqK4hX/MvsvWYht2x+DJd7CEY2RsiorDqSQiAlYUbILTyR2mP62l+CzeNamxPcdtdimbHS8YCvDSCTSfmyUE8wpqkrWJ8z470OkBwokF/oJw203Ob5gumZmKOHuZ+1R0x+1u03qG0GsJZM1k2l07sGrPmBpk7yYE3hxbq/zlNrotpcNplEv9m2uWG+yhg8Npk0T5taoh8FvwC1gLUkfdc6UjTRPSlqftHPXFsRWCuytkzj/Kzpfl7j3kVChBBqAXVZPwXsp3raNoSwmIRN4rCbjMUg3z8a34EKrVh5N2mHXBTjiv2tMmuu7bStMfpJJjB/sDVsPnXlEfPHX9c3UbPcOA6ojJkNPjpAYiwCa7II96ouYbPWwp+qGzO1TMZkuV6lDCpTdEAxpRsmgJci3yUf7s1WGDfcd3y/KeswzjNNIfsCUTKRmQKfonF1fsovjfr9iFnraBIB6+d5VPZKxTrGVtyB4+YAfWE2mQGON97rNqoJrQ7H9Bt721wXEkWC+VwTBWA3uP6y3gLrLbDeAo/TFvC334d+9lNTU+bSSy9dB2pnaLIYKlghvl9hHE97YtNsbNxulww5a/h4puKlozXzq3ymwKxJ/Swm2Wo8rYqXHe9HIGDRTS6bFDO3IyjGbaxOOYeVLU/3KMwtZmf2lRtSCzTBGY7v++KrgCNOA2tdD7oe9Bi9P1ZXTA4WB9TQZNZsGKTOXX48fk/O588skMCeis64hUJOV0TuKU6HB2uxaZxb53PRF2wAh17MmvpF9a9kUQoIBwvMmvYfP+I6p0j4knLASFXC0WAWnTwTiRLI2JJb1W8rIsc/GLPhqzlrPm9Mhb57qSFlQyD9chBH1iyz5sGavgghmXo/y6EM4SeKTVtrVgiFLwqWWTv1SwwnWZL7ttaaH5Npz5StMmucgmCshEpkL95aMZm8ey+QlA5hkISySaFPFhxq+8H3mZy6zvl8Q5tlfEE4MLUFduesnAJreS8i0kk6J13MWoYJCxvaR4hkAvVCBwqi5mCfwsu4ZmC4ur4vBdoE0iNdBBW89LqOQ8zLog9T68dJbCWfjEO604M1e6Rst24yAPUA1iYpaJi0+WmwPzCsYijLqj8FI64wTDVzgeORCaxFJAbj7f6BQQQwNlAM2XXGUIXwMEIDI2zvCcefaoYKmzimmBng/JIl58SK0Yggz6fw0iCa0uB8ZPlGH3L8Ds23+902M00fkihmLb0Vki1mjgP2bN0s1qmQ16qR1qJsQKNdMfMUx5bZCSLGuURSTzac817zg6ac5PzJh3vn1O1mot8NulgBtpL26xCyFstTG4u6cMMABoE1WTvHMdooT9f/AmuhLEYp7q61IcQtuowxATUggwn5agcLsIi6YL2NrrgZF4U1/o9D+0zfvLu+JNsvq/m8tyj1ExqEZ/roVHt8dgH6RSGg7ITz1DXeof7hBnNk4Sv257ERVwdPeWtxtt2QxCM9KbAmu/HarvngxwZNJU276KZAH9UIG0T5hJsAfc7gUq21fNxNAEXF6mKDCLq8+ZqGecZLYTc90CkgHhUmAgYo2SKGMQmbJlP9xBa5cKvMWqg3wm/jqXPtMno5ehwm1LN4XY5lqX7ULJYPwx66cRdH3GQtWFtd0YO1qA+xFVjT/oMpCqOQ4hrjuwRlI0L5C7VFgTEQmK5VsMbEoiaRZG2OJ0HxdpmYQ+WsxTw7LLAGNLe/ZQDJcS8eI2btP8ZebaYSO0y9b97+rjDIxKB9i4JvzNy6jIDRPGG4PAtsu3jBGrfE+ut6C6y3wHoLPH5bwHuRD70BBNTEqlUqHkE89FUf80tGyM+QuIHMzrwjYd1WLB4WwiDlt4ckecug4DAFsCanPUoRbVmZ5HnZYGazWfb1iTLQCAqDPLs4ZX/TSw6W52jvFjaLA9RS8VznyK0u8P325tuANYsIvtOxOr+VRd05xvA+gsCIL48FJYkzQRtkfQ6GwiAz0ZNuy379U8yac0bjJ8NBae6aDsEPGsYJz/lSCVo5WuJ771QG/Q6BoPiEc77KiR4jV101nCSxrbSmFAWGZavMmhT3+J+sI/u9feE4V8U33CQ4EubM7rOgVYL0S3qfHeZK/pUcJW0DZotZ8b53f80k7zxh5jiUUTd8/FruTxAcWYIhcaIicrpwvtjEthwMiWpwebCWGXXHbMEax6qjVXv3ekGYUWbRf+ES71DTHqcza1ojjG+9D/0qsBbFjyttmTMpxFxs3hfdOAArLDGOhQEHWHJN5zS3Ei5/KNrqN/FELw4rrCA5a8mU7yuc8sleOaxsl7ZaDWmFHQtXwFAQjGEpC9acD2meNn+cpqOxEj/AdakwSOeEdmCPMoApTZrI0tNptiVoCIiS8AVtUIKJkAR+RPQCNpFLs3dNlszCOJ0Ca3sBa13C9FI+FDPFdrsqZMyQe9lXf508tQG7/mBsG2UFXHsqfC4iQQkc4xAGGRz1Fmxef8M7+oMOuMRr7l7TRdVSzNrf7subDx/aBFhzbaScNZuvyH2oGu0zEwAGWRShDI1zut7MAvi6YaaC38Ss9XuFvvy4O5/YcoPlAbj9lDMAHanos8Ixo83NphQdNK2sriNayl8fFahG0p6srSQlgESNsyoOOpMlCoGUhYLY+y2zZr+yL/0Vd79sIEyxs7hidkwCaABKnREHDsJEQDS2gpDF0CmwFgYaR5qxIa+MCvo1ASNU6WwyB+avs9sXO7RlU8MkkO2PiQVGEEPW9oW4RwGVkydT5tM3OCAsVrUaI2yapg4qhZrQycSO2vU0USDro9B1mWWODaqtnJUBQ4FZUwqfAFJf3fV1GqGRfTCDLRgka4C1zy8tm1mYzqHEVr8F8kNPrqyGLgvwLBMGOV8+CLvl7iHLZXLp7P2AHvBRAHZlD9YiDXePa6BkutY0ITBhpvmKEE1CVNMBLHK+RZWQ8IyfgGkcYNaErVTbyaRo7OrZ8d4ya9yHy25stm19A7cvFRWPFlz7KK9ub/5sc1/2Kabe44CuDYPsd/1dYSLiY7NuWbhs+oOdhWNyu11/XW+B9RZYb4HHbQuE58pDboBXvepVZuPGjeatb30rjukpJ/chb+AxvmDCzyqKWYtQVErFYWWrYZA8RGue4SEYC0EK1OW8kyMnMerj/cteYGIwv8Ws+Nlk/EIL1s5bnlttxRyiFSXvJMZhbL7/mTXvSjs/E4fZncrDY9bcNpTis+pAeOdEPptSZ7J+VlYCI5m4by83GQ3z5Gb7256uiqE2FyzkrI2Qh5FdA9bkzwaQFfqrZ7G6WoupBVBXmJGAXtuHGqVL7vqQM29NYI1dKYQxmOT8Tw+D7CuHXBqOk+R9WUivs2GQzLDjI2FthAgmTerOkyZ2C1LaOJ8jfnn9GkzhorI5QJnCIHtiN5vh+McBBB1yocgl4ogCWEuPOSewrRlx5zvh9MIcBTpRG9LkORaTAlxOziDOlRUYcSsEEQi7kNscDh7LMzM/40MTFVwm20HYm+zILtdHGUQLZA2k6WVi1hIAYegbJjVgYVLO+eQXc8wyP1wzOJQqgyHrykFHjbOH0MIAWvR9BPU8UvOs9VcEvj7Ll3JUORJ/FxRYk7UkMEJfPv9u3xZ46sJzsQRhZnSp2h4+zy57EOa7FoVVJSdNIX/zqaSZIvRxIt9jnnkibi5AcMQafSaFxpGVRZNDRS8ITqRTWwybtSagNAALFgNwhjDIUHbhbV/rMVmfP9kZc20U9axYhDDIbHLQ/NOBnLnj5E4cbzfuKj4MMhIrogcyhnPeZ3aI/UfqUeM8S/8vt7ehPltnXLj2E/jYmesxLx0+z7xiz5PoWXDKDPXI+NumuLRCsYswa7KRcgJ27XzTzLqJO01TyCoJFDl9LHYHlvm+4SJy/0WTrhCKSqFxWZDtPwhYkwyKrEubZ1tVABT5cPFNZjbtBlpb4iJuwFvWVox2m4KJFXKiArMWpPs1LtxQVbgwOZUwm02qfu2fv4ntu+OThP8wNf1kDR8SHZi18dqCGehvmY1LR93vsGo6B3uf8uyjpOw71BHjiBkFbpt9njHLR47ra2vLqRXLPOlDnJxT9WnalzEQAPpa5384Bonfj5Wq5tcPHzNvPnIMEOkHJN9voRB52t/LtLcmCsALlYO0Lw8DLMWzRIybrLsaysgHP9ZbNdc3y+rANSYxqn1JrjnAWRzWNO1FYDSyFQYpE1AVqE9QDqFJXZSQs6ZrTdeNTMyhzVlDuEbWJsRWobmyaJlxWHLtI1BYJoR5JTbMOSwjsEOZA4krDU3YZZuomn4RVk1W54+Ytcia8Fj7w/rLegust8B6CzxOW+DUU+EhNoCKYo9QUPMd73iH6e3tNWeffba58MILv+XfQ9zcY24x5ZvI9GDt8lBqxd3DMuQqlKvHzNzMXrtMBxEJtBzt0vpCzFrEM2st//AczG4ln8A9afOEQW6EldiMM78Sc7PkGULrfNkn67TKYf++NudH2plqe5zeqQg5WQ967HJqCcFp4czI8Zf/FsIgW9aR4inP9iXdn/VhlQp961PlV5nHZPEwm47jI/sWZo3lRC5kpZK2xoKYgI9KMsOHNEvunBGxaYoCFOumMEhZWs4KFvJEIlKWPB2s2f7zfeYOx+QrDsDYMEgf6RbS62wYJLPUMoG+8YJ3drxq5ZmYtaSnAhcAYBIYoZIX7VbHCWuaK4f8OfoJhKQERtTGJW4Nzney4WQPAGuevYsj8PEXX7vIdBJIkFuBEbfCA8Cab3PLrEE3lhIz9tijnio8BzZBdmKPY9LShHXJ6vF5+zdCzlo0nkUhEXYDi8UdMyEnc6K3yiGK+5L6IOFntl/J92udMJfN3glAOKXuF1HtNH+3k6CEad/D+THzTxjlqhKi6kFhunbFBJ2/2DDHho+xded8JhD/iDVOgS8tezi7A9aq15YJEHv+sW0XmhddfSEMCjUQCQ3NroqcRM0IjGmO3KZyWv3rHOwoQhtJf2A1wiDPzlQBa3KQXVtWzJB2Y3pqgCu/784G910bcRJZDGZtCva9ZLeDgiJsq8yGQWpo0WZH05cyLqPmKT0byGsSs9Yhr7NmVrq7bNhj2J/AWgZs9KZNTzZn9w7a3K2oZ6nbg0mTYiwpDFI2WkqYqdRu08g6kOvCU2FWpVab8uwKy33+rGP0Ee2xuEgo7pRWhVkjRJTr5RgIehDQL6sB8iTO04CClcrgP52/x5SYbKlflLO/60XMmsRF6hTEXgvWTkn3u3YNQCPpJyoWGhnUQu+y21Fu5XDdjTt4afudckMbnNcYBdMv3LJkrlm+jeMAjA5fan8XWGt6tklt17LA3s9EsEQfwjSy8dZNnKvruwLiK4FZUwqfDiXlC0wn6Ku+zj4bwq717vE5sbcjhrLPh4Lq++0rTbPdgycuTJ4pbp/xpLtOsmwXGKhFzcc+1mvqniH3w8s0665vjhFWvdYkdlJjUkJjXfe1tM/D1T5KPuFUIfqooFhg1uR+oTkMWZPJBOV6yhyzRqB30Z2/qgpado3fIoBzY+vR6S4psNYBhI8Q+szzixtsngGwkpg3Xx+6wtyfuYKC33aT9nq0JQ3WmTXXIN/j1xMnTthyTHfeeee37OnQoUP2t3rdTZK95z3vMZ/9LBNdZ7A//MM/NLfddtsDfvnyl79sa/K+8pWvNH/0R39kbrzxxgf8fvqH+fl5u7+JiYnTfzL79u2zv1Wr7kH5wQ9+0Pznf/7ntyx3pi/uvvtu67Oe6Td9p2ixP//zP/92Pz8q3//1X/+1ueWWWx6Vba1v5PHXAt59eegnvoQYgC7cyy67zFxwwQVWuj/Fg/n0fw99i4+tJTVPLBOz1u0umHbcPcRiPrF8Zuaz1I5yzjk8h11WORwy5coo18aZc8hTyYzxAmWmD9Zk88FF6/jMJ3cyK+xksYsp50DKiag9EF/4bX0f/QnH5079FLPmfeAHPVL5oDSL2CXNrstCGCTBSrBFHzaZr+63zFrGy+TXkggVVKftsl3/XdwCZDkavm9OhIMSTuFAvA/mwqnwV3zekULB7D7drk3/ATFgru/EpmlGX2IJAaylVpk1d5lFxKzZXZ1y8iIc06mcNbt50+NzmKQEWUFm3O7Tg08bBunzRQTWRguT9veWZLCx0TB87Cf3kvSsWAeQ28esuGT/ZSqMfMlAw2SJz5LYiMIBlW4Th1VsodLnT42xfCoMUuv5SF/LAMlpbiaWTQf290Fz1hjbnU7BFOLOWY8AlJTztrOwYuYQLKpv5Hphl0nyXGQ1LwoTJYdNhYNDjbUoLJKziJmV0AagTWBNeTS397zYMmDqJ11hPYi0yJQzKIGRMI9BACC/o/zX2g+rvSYM0s8YCM7uXDlqT/8jTzxiHVptJ47HHQ95NJ7NWIT9qcU04SKAuQxjkzFH8hlzttv1ai6VVBmzdJ6GzrXP/keO2zm7scTIquNbR2hmK/cLat6vim5UEGKQbUWgoycwaxsBa4DTqo1xRMihXTR7fR6glg0lC6owa1okEiuZk8nz9JN5xi33Epq2xPmTF0nOVIu8rwaV0pOMBVkMxz2Ae31uj7jxZ98PujDIANa2ooRUjg6Yui06r8kDdy1UkwPmXj/ppNDI63Yf1epmI/XOVpm11Lg5VITVBCz3e7DW9dcj0AFQEjFzmZR5x7O2mspLHDjVNjQRILBV55wriMMHZm1VDVIAwxpjhkiDtJ+oqHY3moM+FBIC8xRYE3D3VmYc9rQq5sIbbkSUs2kaLzrP5Pvc/Vx4qOFDFnWP0LUXmHat3qvrmrYbad3NPcTdIAqUNQg5awmuX+XmifWVRWCJt1S4V4Vtkit5WdZNwH1udtEuo5dzyBc8x4M1u6x7dAC4XRhtmkEdmHuFQS5TSP4bk/9q/vH2H7bbiDLhpOt6jomZtaZc1yx1AiWeYoH7ap02QD9gXiYgp3OS8qPCILt+MkPCKfpOppy1Owk7XUC1UwCZOwljzl3DAmu1ghtXTe6PSda3zBpgbZFQS51KfZqx2cskSHuUbRpzYQ/nww/rapC2ef9LXiYnJ22k1Etf+lKuLzc+w44F1t761rdan0/fvfvd7zaf/vSnw88P+Hs6WNN6P/ADP2A+9alPce+Mmw984APmiiuuMH/yJ3/ygPXWfhBY03pnAmt79+61v4UUnH//93+32167/rd7f9dddz3ofm+//fbvOVh717veZW666aZvd4jr36+3wIO2QHiyPehCa3/86Z/+aTs7oBmCB/u3dp3H03uEye3pykHsdGaYTVThUz323MxUrvcsZq532WViXjUroAM92CMdT1v44sf9X7zP/MJ1H0GBcM70ZpGEv98xE4uJrbAJaWb0UVlLeQeARyVRRN/fFnDRaWAtSNOf6eDnSvvNZ/e+hWLKPM1pXqWkBNEM7+sANkqwRcz4kuMhXynj2YBGapbfXNt3FxxQCMwa0BZnBNd8CpnwDVJe1LwyqMX7NTnPULQ2uj4NzJoc0ASOd89hBATyznsSWIvhGQsXiWWTJYMMOL9Z8zWk1oZBRtmOrwGMJ+oWy5c8yECwYnU23/k8Fqh2fQhSIrIE2+LASzeANcbI6eaJEDuz38dYDPtXOJdw27PGazi9hIv5w4whIHIqZ02O0wPDIFueCQrgtRGHQfDS/dq32I+lyjFYlJMUtnaNqW1UyVeqMJMuiwKedgDUFH63v3+QMD5U7VBPTHoN+UrU9VUU5Uatm/TCIwa2WqZZ/wVoBTn1Ah5y9MXySOBAPTKJJPhq/TquJYV6+cMGIOTtNhLNe+3fEHWW9OU1ehAWyXEh/ceunLlusys6rAXjhDQrv8eZWAnYK3KBrAAF73N9i+SuGXP1HLmlgFfBZwv++Xusxw34Cjle0ztnmZjRr4Cjvt02J0jvuxznxbeNm2HqhwWmq+Np3POjKMASdi441B3FUU/1mKoX2klQFHvfKRIR9sZdZBXuD7r3dKNiIGEnARkX3XEvOVjuHPo8y9PA4VYItUwhpQkP7vV5ttc53nrfBqylFAZJzppsczltWbBa2u1c+U2ySnyAIEXHWAm4LI81YFByqEqumIZX/uxNbzAKgZT1ebCW8qGETZg1C3Jgvtuh01iuAfurfFQL1mCKat1hy2ZrGxIkkQVxGOVIiTnOBLBG3tqh+S8Rgr5iDi98wYx4Zq3TOQXWSuG8Dh0x7aGsqVzDfVqbpQ01SeRKl7MvhYxy4awFazly0CIUM+9tH7fjUcdSQCQnMGualEnCXoUIC7FhZ89tXGXW7HWwMmSe3oO8vq+Npm3sBKz1CL1gytsM1vBgzX3vgFOS8y2i7PqNE/+fqVCoXRbnZrnCZN68z3u2X+p7mNs89QZVWkGWD1EEgOciAiMyXWO6H4p9FkBrddy9hrul/U7L6Nr8t3nCaAt6zglkEyrMTVlh4QqDbJfduFKod293BbA2YipEiiyFMFlUeIspV7rjMti7i3oFPjXhxTmth0Gqif/LTMDsLW95y6Oyv0VY9Le97W3mve99r7n11lvNP/zDP5h77rnH/MEf/IH57d/+bSNQ9t3aRz7yEQsev9vtrK+/3gL/HVrg1N3/ERytqOUPfehDq7T4sWPHHsFWHlurKK/Guss8sJbKt5tJ/MIatEV4SI+OX0Mejp+t7fgZSB6IcnPkMJugKOdD3TKH58xArWyeVPyIyS4vmSRgrcSsZIEwyDr5Adpu2Uowy6eApfES7N+3rXo6WPMAIQCkMx33N6c+bG6b/GfTVrI8y1tmzYc3STlR1vXOL1PufIqYlBIfsHZqEqfN7bQ7N0FUD06W985bCEtHkZGPkE8itTmBBQvIvD+eD+Fk466fAjiR/7y9UKAfcSoG3CXkREUE1hTG5ZynlMKAdAy4PLKIACTOn5gtOTRd6pVFWzAZ2rwEPAJYKxYZQ3IFcaa8gxbzzJqioLrkkMhS0Qn7Vy+rYO0MzFraO98SOEBOgi27E5Qj1sBxeh4lJrSIj6qz6m5dgGfbh99qbPYFCoP3zQDWAHuyOnXsunhtae0AqzEG//m2F5sP3vlKJg9c+FWbA18BwFWpLyaL0Ce7GM+yA/39Jgv46GYJb625titH3LktRc4yP4+PWLFSkvS9kx3khOOEzYmpcsxasgNbxPivRZzzfah3wCxkuBZxNFW8OilWi8urCTBQMWhZvHnE/pXDKUt69nuIqFnl8f3ZpWlzMH0RfeDaK9YurF7HYsYUJjfcmrVhkFp/uxdOeOVRfTLmIJGbgfH5xM5ean4hex8bMr3RcVPMuHaIEhYWiQ3a5QcRDNm2dwusnlghN367XnVwE+GUAwimiNXqAHwiyRxgxYGmKGAtAB8GmZ3A0QYF1iKwhZHOWQzCXQCUefMTL4ybfeRkyUY929KA84iLUcYUBqnw1usO/r9munjQfN7nEOq39hBhkIyDkLO2sao6WxSYxtmWhfC/KufYgHFz3wEEUmlzMjfE74QJ3udYMgmM7EcJUpb313BfAzERCw+SdpRK//6Zx+43iYPOsQtKkA6sFTmzNQIj/viraQ80NHnCVvK+OHcidZmZKt5t3vmVi80dU/9smbWa6gWuTpgBrhBeCVZ6yQVMDDEWBdZo5tcc/IxZ8Hl9dkJHEx1cP8Hy1Flrt7eY+6Jv5B7i+q7E5sQ8WWOiRiqkIfy3Q9/tnmZywc827aBdB2cj1FccW6PMyKQT97N+8tZktlC0fce16tlcfQzy/yn6c265aGaK97Jf158qSL5I5Eu14drdrw7g1IRTnuvBjaGe1Vk+hUG6dnBgzW1HbdX0tQKVs6YpEl0lDcRr5rjPScynjSiM8gJPMt9IFpxpLQGW/X2rTtv2AuGb0ZSZr/bYMEgdS3Q+bqZ93dGnUvKEIWavU5uz5ts7HPP63+9tCwhEKRTwO4UqPpSjUGhlm7F37rnnPmDxX/zFXzS/8Ru/YZaprfnd2t/8zd+Yf/3Xf13dzOc+9znzUz/1U+bFL36xUYkphWx+/OMfX/1db8SgKSTzBS94gfmLv/gLxqu7Vh+wEB8UPfb2t7/d/NiP/Zh5znOeY97whjeYtf6tQhoVDvqP//iP5kUvepH5iZ/4CfOFL3zhAZvR8bz2ta+12/h2oaMPWGH9w3oLPEgLnHo6PchCp/903333mZ/92Z81X/3qV+1PKpKtAa3cNQ1qXfQKi3w8WhTWw0+Emoni51Ey45GG05j2Mf0dPMNISDJriwWo2lltOT1pnv3tDvkZun94Zi3q2Zkk4gSb/89nEJpomX3bRpAJk5JZBtcGwGDze/T4JBzMi5E82m2/uBQz9+7PmKeiBEhEwyO308Ga862scMMDNspMdAwg1d5IuBc1kmRWhARFzP6VqqmPufEVctZCKKktNAcWThNyKFcqljyOE+4cDgNYat/7CQQWXmy31yaQKuSr1WDWIocJTFWSvs3fwtHzYG1pLA1PQJ6XBydaedyrofpcehwV1yhSW2wC1jqwGTGYB4lxNBVbKBwjZlBgjSPrKhaLc48jm51Sspvwu2dFczhcKi6LKwNQcEjC+5wAemnruX0lIydZxjk3UZ/PdKactYwHWsK3eRwtwUeZjkP11C4brptD/AY5xuw5x+Sl+dslJ6MhMNPrGQqt16oyxnGVBVZlTcL/ZM7tY2iiAleOzJNXVCLMrsL3Q4QpNk2hOkGooMsfjML+jDbc++M9PWZ3ssdKw8e9IMekmTPb2OZKZKdZ6pI/1D3b7qPlGQOFfqlumUCynPJBcrqeN4dj336eXW4xDTvFcTQBVEnAGq2Ng9pi/ziaXqY9EfJuvD+d8gxsguUPwPbN9h1H7GCPaSSO2H6LNwGXns0SWKsRijhEvcNa9Dy7z2T5Pv5eRRgizAHFwyfyAgzy9o25fkvGbF0cMVdMRumDcbOcXTRDK3nGOIIaFL6Xxf0ETY4waY97aTfX/yPEN+dg1iYRLomqQwC3tbpD5jGk+w+VMoSlMjZy+zhf59xLYMSxpW65WXL/OtFJjlvXQ8LsVs4mjF2nSd01ewQOrC3W95p7j77b/MexnWZL0rW72rtD/tjCB/ppazd+NlCOQLaUdGF7uv/Iqjj2LQ/AkMQ0A4DLCRij3cvHzY79Z5v09j5wEDXEPLOWw2ES06r8vnqE+x9sqeDAxtq8uebEfab2+RXTPHt4tSREyFlrdlTXUvukf2FOBfSK5EL1lSWao3HBuPW5kcn0k0GvqI9mtplNuR82gwjQHO/LmNRiOHPGGqUOZMvj1Ku8bKt9r8hYzY3cWZ5FCdQBUN0H3Lm6dtCCOUJKozDdx2Mv5ljcdVEGoARmLcq138e9m5LjdrsSUTlvIWNu26CjNGYHrNuHrk2YT19EruwG164Fcsd6ETnqn3aMlvL4gpV9sWl91hhX04tZOz43qeZg3Gg/tALgaZnwziSlG9iyFreme0EXhrnOupSHo+3dzUftXuIGrzOQImRE906GW5FQzCZhzLKgUKr7R53C8RHApEapGNE4E2H300yt6ZTJ1VHc9Oo52k++6+4TszX6TUnBWHyBouUDW83lvN9eOQ5QPIv9illjEsZPWNgFH0MvB3l2fHpu4XtyRtsp0fCC0eFHtO1Xv/rV5uabbzavetWrjPLXMmzrTDY3N2d/P/23tcDnCU94gnnSk55kfvzHf9z8zM/8jPUPpSQunQPlrn0nO3DggMlSyH2tHTnCfXiNCQxt2LDB/ORP/qQNh3zJS15iFMr59Kc/3fzqr/6qWVlZMb/0S79kfuRHfsSupc/6XdFhs7Oz5s1vfrMN+/zN3/zNNVt1b+XPFpiQ1bIKDX3f+95nPvnJTxodV5TrUODrT//0T83WrVstGPvKV75iz1EExp49e8xnPvMZC+Je9rKX2VJXr3nNa8zCwvemz7/l4Ne/eEy2gPP6HsapaQA///nPJ0m4aS+IG264wa6tWZTnPve5RnHLmlUR7f14tAhOXMhD6JArMsYzMEJR33hBDyoeQrASMU9hdNrMVMf34piNsg5sEA/NMjO9BJCwpHuYdcl7quAUTqSeZs6tXG+b9PC2QTN4j1xu51xEbH7PGA9MGCL3zH3Um/6be7PmljvyZiuy1yos+4gtrBo8e/wMa6sJ7u5j/oMLJvOZZbPwzu22SLJbhjYiZ+mNtx4wn7jsHPtV8F8CWJPEuiwNW7aEc9kTOQFYcE4ka5vWTX9rYpf/CG0lngxnwuerfQBAdQXOyRPlXNtM98gqWJsdSZvtbDMwawqDHPN1hRSyIwsiIlnCyRRW1krOmnTNPWxaAmuYPTYL1mDWNIsPAIrh+Cq0zCos4pN1KKadbFLw1zuGePYiGKzMvrahnLgwNhT2WaO+W4JwwBiqkrJRqUF6bGq/4EUlH2QWrHHsgVnDG2K88En5aVgVYHDTXMrs9GBNoZBqO43NtQIjzSIhvnwX9X3W9MqNSe+kFiWsAqPcIj+nVl7ARdzCCRSpsTUF8HFAQg5vP7OXyuVSWF0WlUIxa2IOy9Hd5mOpJ5mncqb9nimON50D0g7AHcAaIclFYZB4nbRLy/zo8S8i2/5Gey6LyMmn5rl2kAxNgEDlTGYQgajxOUf4lyzk3ShUUPZE1D1lYszuHslTCPg4J7EHJqkDKKO7COMzPsdphVC/ifQQjvks4KfXrtcqnuR8YKbI3bllrMDkghgzB9YGu/cDYjba5c4deblJbdwLOiiY2EIdx9qFDCZ8eGsPYE3HK9P9pAEznzuJwAOfV2DWegBr8RRFthvuPBRSebTSgxJohfy/Y0xOuLEgZq2hEEPrcGsMtszPJYZN2wPvndQCTJzPjWTuidqVNYVBTtUOmkpko7mx8lowoZx81gRczE+QdXQ8CVvltj9cdvefxbRzwgOzVknoSN01p3ve7QdfZ36Y/LNyHDn+ifPNUGSb3aYKYmtcadwk1oRA6keNr7GaAynRohszQbZfzFoDqfxWl6LYtn1TgL0mDn6CkHDXcgJrsj4LWrh240wkXnmLLRkw+01ypMzHzEQ2ZXbNA7vof4X6LQA2Prz5WWbs2QNml12bF7qv5ZEzkjz22wjtq6vIlp/wy2VhyFMxQkxbV7At92U1hHPyMQ5Y6+HeJG1KWSmRJ6yVUGofrl2bQlmWX/P4czs3urabgY3sXabI+bwTCWkSStiTGuPcKUzvgb22VfOTQSoTIWaNOuack8I0XZGTJYBRoi1HcZixiiIl40fMWseCNW7EdGfS59LVdF/iPqD5AMta+4FYABzW244JD2HD6uMaJTbSRTcebKRHk+kJ3U6GyYWbJmpAJTKwKkCY6Rr7foXi9nEP1mJLm8z0RjeO24W6ZdY02RkYRyvfz3k/luwgz46/mTjxPTmlqwb6HzFYi3DN/f3f/70FG7/zO79j/uzP/uyMx/hv//ZvRv8ezLSt66+/3vzar/2aZbCUh9bDpNzznvc8y1ht2+buAd9uGwKMD8dEErz2ta81Yttk8lEFmtZai5BgiZJcfPHF9msxZTrG08GaQNXo6Khl5nbv3m2XFUOobQqojo2N2e9yuZxdX+Dt53/+5+06X/ziF+1+f/mXf9mCwd/93d+1ywq07tq1y75ff1lvgUfSAnqCPyz7u7/7OztjoYRNzSpoEMpiMAW6EDZt2mT+6q/+yv7TYH68WZTZej3kZBtx6LLleRgDMWiKy2f2t5VGLMH9Lo2MaKSMo4LDzAUvsFYkDHIlcimwYsz67zGYtTJO12T6QjN8TcX03n3AHD93xIE1mDVZLEoiuxln+zjWPnTN/vAovtS901yvf5cPTgvWOPEw8rQ5vBsm1k3ys/ebzB3HzfIvXQXj4BwNMV9VCs7KotSqisec47JtHscZvisIjASVNONBSwZmbSoXZ4kTJt2/hWXZJ45Od2XSdI7cjLN2Bc5eieQm/mGfScXN7rQDLdGKGJs4OR3OsZoYypgns0xg1uS/DNWcEyLoJAuiImkL1uKwDQ2cTYEIChIHGTWOSb6awFJHs/g4gcoVUmiZ7ew5+v8L6kkcMF9eIDLE9mdoG8CnTOFxyncJtpLZaIYTk7B4DqGJWfO6GmERRBac8yefM49DJ3wjs8wavniDPBeZIhA/NZk2v5xzzldbipC0hBy3Ac/OablWMQbAYNLBK0hKYESmnD21c7mqHdmvyKFZke8IOF1BXGIGNswOAGbgBcTIt1QMKAeUSxOgCdiQHYs9n+shAagomw0Av9fcPm6ytSH7W9SGVaq2FIwAeS9y6mVSQIyiihhKNszmyjBcTbOcyJpGapp6dFmYnWnCMMdMnwfRcR9OKnGSPo7lmcc4bsblidwmlAFhnBKHhG/MZGbMbC8vmkRpAVw4YvcngFZIwTZ0+y0b1MXBjaFseP15E/R5xBzui1GWgPP2zM5wc5pwUbuqadVypm/nE4y5/wYTXQKINHvsD5JIl2UcNrHvU5znPAqRG2lzmdqrRL9sIcev4cfIZzNv4DhglDIFcsNOMkYAvixbY4x1ovRN9C4O5BJz1fJBc1GuZobyT+TXppkRUMjOm3TsKJ+dKQzyBIqNd8b+klPPm8zIn7OtqwFrKbN8wIEzMY/KBxxEDVK2gIiPNdaVVQFrawvCL1Y2cg1UzWx2hDzFqrn8wHNN+WkRMwVDe8mQzl/zFu56qgFwZALhw42afd8quDGzWHHXQAZV3PdVZskJztPHbtwrH09iGR+6gPE7SvH0/Q5Y9Hm6epbBHWq7ZZZ07zBmKpM153EV1Lnxpvg90kmbm8aeaJ4/oPNxxyMirJEBnLVT9HPSrseo4/hUmuXUrIjAWjx6lN+v8NNsAtrU4PPjU/d2C9YIUxVkKyEc1dsomQ2q34j1VGhf/o5QVuKWub3mEqY4lmkvw5gNJKUETp6/++3gl4a55aBrC60binCLWStXEmZg03aUQWd4CrmBVIRlTvrQe6ot2AgOCYx0eNZUVX/Ntj/LcilVYEVlupTDpJA+1wDac23HoAa2UM+barKEyqkbm1IfDSqRsVG+m+aW23H3V6m13u9DLsvkn8YZI5qbyBW3mSWFlGCNQtJsSWirHBvnKptf2WeGB53DbL94DLxc2ttj3rfHsfGP9ukMeiXPR7pd+W8KDxTwEVN1Jnv9619/RrGOoSF3jw7riEWTv6hwROWtCcgIDF5yySVGTNT5558fFv2Wv2LNnvKUpzzgeyk/iqk63SR6p3w7galg2vb27dvDR/s3DcN80UUXrX4n0LY2jDL8oPOQeInYxfe///1WhVLHKwtKlHovplBATaa/artSqWTK5bJl4J71rGfZ3/SyY8eOdbC22hrrbx5JC7iR9jDWvOOOO8zVV19tgdqZVlPsrmYwjh49eqafH/PfRXDU3IOGItX1JRNLoWYnLWxM+SPK58ky9ahHrcJl9J0ecHoA6oEu8YPrk++CTNnBQxpnvtZkVlIxcszGbpwzM+d8wCT7nYPasbFzbAceRmBPy3ufxy7/aL40PMCsewf9EW9b+EfN4U7BbUY+nxyGOyfJyZs10cWKia64B7hA2wKCDwebr4VdgnP0ifCbFv2s++oIdo5iBBYlxT8BkwWcFIG1zDCOMY5BBKdbcoed/V+x+52nwPLivrtsX9zdk2B553REK84Jk8CIjuKYLXzMqmucs6F61XTYvo0bZBk5irIkctMSObih34fGMQve8MyawjB1ngJJXUKNOrA8EqxYZdYA7VGKAMvqUYd2YqPuvNLOX2X7gLU1s+rl5EbTZZY6yTWXBHT0A/7wwuw2wktOYZaYmLUsDl0wHYfCZhsWlOEswbh8cQqRgKxrewfWNEt/WhhkgawdxmvMK5I048757QDk07B4NVCJ8jIjgI9S0Tu0sSVTbiww6+72r6LPOY55yYdL55J9ppNzndlobzBj9f1IhS+aMUDKH3xxh7nymJv4iXgHXsxJy2zhONw6WUB6nZArSjlZy0YPwBbAPOIkLudAu9iFCzMuf5TY5AhMSgbnXCaG8uX77l/NFSrHYbpgcCOAmHOTXzQzGbdcBec25J5GGYstgGdXIZW0Rbs3QaHrnPnfF99vDux6KyFhoZ3d+Q8yhgNYKxCC097sQEm0SMfC5IphVEFuWSasynvgErl3DsTqtxXquN23yAUEWKtF+vWVWYxutH9TSMUnmMxQPTeF2QnwtMgnPK9yr/09gdJsYeV+s6Fv1H5u+lDr8dhn7We9SA3yG5U3mWOtF5nN6eMml32bue4JeVNCGKI74e5jCdpOebO9MKyyuZCHaK8kHBrUU0P+o12AlwYzU5N5QBttdtktV5pDC27dc1TYnD4TWFMbSIhEJpDT59Uva8jXLzFZ8VdHQL+YVEdvVbOS9xVCnBVuqlDy+xGoqO2iTwCvsgR5hn1MVswhehMsI/YJmwOsyTqeeY76HOIwAWR/pC9q5PB1m+TheYZHkzZxptMEK4JJObYVY2KIUMHArNW5+2hdWZo/ec+sCdSUk64tN4Trw7fdMEIgCc+YHo8/0PnVfeXs4Weac0efA3DyA51trwVrprnJ7Bl/IXXY8gxLd9No5ahP2Nxqj0NgTab740xs3JZ30Gf4W/2BRXY3ZrFnYdJR3zcB6ydgM2WnNF865EujyVl1oLrIcyrG2LDF0b2gTozwcZkYu7gXz6rCrOmaaQ6gnlmk2qgHaysVWFfuQWI6w3X99UN/add/LL0M0/dXwIB9L/6dn//uJ8jFailKSmGRQXlxbfsnOX6xZKf/W7uMJPuVNybTRL6Al9JjJDKi9c4Ektaur4n+07d/elhkWF5iJrItW7aEr+zfgQHG2RrTNgO40tdr369ZzIY96vyf8YxnWAJC+335y1++dhH7/nQyQucpK5Jz3iE8W37wWkt8l0B67bbW3z/+WuDUE+whnrsGrnLWvp2Fi/v0WZZvt/xj7fsInq1YmQhJ/+06Ra8zwzBr7sGsfIUSznEW4CMHWFLFmg2VyTlJ48AWcUBLkWEe+BEbmqJZVak+ytpf+2PTOX6LGSwftJ+bCIxYA6TJ0WGrgLW1KMj9/Gi8SolN1vBlBx7xNjXZ65rj1CZwIGw+Ggn4stgSRXgLzhmJAtZuLf6o+Ub1PThHEuRwTsUgeWsRrzSmdULB2wYJ+ZdOlQG+BXMig5RE96RJj1+G14Z/gIMdGdllugV3c68DHEaWNpplREKUQL+AwIgsWnX7zqFkWOUGu4CXXSdnY5VZA2T3wsS0x9ge+7PS2ThSMuXQqLj5Xb3OOcqQP6QcNllbjBPsWoRQuS5ArcPNPYHjt5qzxjJxD0JbgHalVCXG3bFkfMihwGDIWZNUdoVix10c5zQPhk1iv152m+l997TdX3jJrgmDzABAT5kDa00P1lIZnC88sQm2K2shzS7T2PyWMEg7OUBeWDNLXpRjMYJ8f5NC71fdfIt5+u1fNPWgQhdbNhVyvlo47YKSQXhgWWANp1JhM92Ma6degM35lesIQ1winBUQHF8wZxMeKotIZAYTWDtUuQBQ4AZTD2FmBXKyBAJlV9dvtX9rCBpM51341VmEHRpUI3EnAfQ5MxJ1oGVracnsKBao2+bWbeH0R+eVrlIAAEAASURBVCNadicCIyg35ifstgqxUcCaG38SEmoqpAzGTtaGwZIiYJbjOLd5wAy2j9rvQ9hbH2IcAayV5mmHLW69aJlQRK5ZhWcyXK2lvCiDPmh7ixnnDOvzCsza3mWEU2BmKFahr0yJcEBZl+LviTYTAIC1hr83kOllri7us783AA/VyiQhp85jT3E9yHqjrn303gqMkKP3jOF7zTsvl5pir1nu7qctdO1pPLg2KsPIpDnuJN/NJt36AbwoDLJW2qnN0dJu/IqQbwCcb91xO9EGWZP6oltHYE3XkNp1Mg8A9Q6NgGZ/zfV1LwD9d+6kflfDjY9ukokSVEJlq2DNh0F2dZ/C4Q+sUBS11FGYMTFrwRIlx5qVEGmxBlMni3nw/oCoOy6XCmIdAmt1fx2rT9PKrfPnpnXThOHWoxRaaN1h7936rtEdsGrAeq/qKppQ0LolcglVU0/CU2eh9igRnA7vFzd2YewJg4xs0SoUkEeJ1N9X9LlOm8gK3Asqga3ns8J2ZRIY6bY3mV0jzzb17Gbulq79CglyxGAGZUWFXGMKgzyRhAlIuGdIWLbkfz+dWdMzaIpJDVnIo1V/r1CkfsyrV65w/cnimjTMuetSzKfOT+cbMyP29yaF7mX1gSrtpgkrN77jjR3m/uIxJhl0z3H3oK093LvX7b+8BcSIKeTvrW996yPa9/3332/FPsQyrbU81/j4+Pi3AJm1yzzc9wqpFHBSrbRgMzMzZ8yrC78/2N+PfvSjlgW89957be6ZFDI3btxoVxEI+06m89M/sYPB1JbKZ1u39RZ4pC3g7ogPY+0nP/nJZv/+/ebaa6/9lrWUz/b7v//7dmBrsD4eLcID2TnvZR5S1KhZA9Y001lD0EG5CRas4fQr10Ymh1gFiyuID+AGmq3kXuR80rdyAWQRwshkg4V9OCMIWSCV7AzOR84ze2a63X/36P4JIK1x+pT5w92NsMLpYE2kVIPz8yIZ0SXyN3x9HomMLDS3AVzdjmI+NFFnmThQY3ZM33cJlXQLdAFaz5vYa/raU2Z3cdoMt0+a2IYLWZjFaOpILzddz0zFYDKyjR7EJFybzXmwEPUCCipCXAakLeLoKS8kMGuaxRc32pYoCcvYGmt9bv9xOlYk5ARsnCyNIxLCIGsoVEY8EFRh4jZgTfL5KYUpOqLFJIvu4aYQJUXFJcfc+AhFa10YpHM8m4TkKe+qg2qdmuGp5YIFsMlvnmJidAw95PjIxKyFgsn6LEdaYbNNijfL4oA12bwtMI4r6sMjFQbZGzqA310YpGuzdLPX1lnTekG+PwIz0FPZbQZWLgfw+RNDBKfaWuF4KXjMWM94UOXAmgOQx+Pu3HcV58xgaxJgt0gNsSm80OOIkUwTOtkEHGiwOLCmdg6spYqg35O93DrNtq6aByQ1nMwbBv35cb47vApZCiW8kYR7AEttVfbNUefItmGlFgiZMRHnVO7vc8Cih1zCwKxBZ3LNdXHCYSL5r9E6bLexpdg02zmdTe1b7Gc09OzfnjrhkuoArEQfd4ac8xyBPUqDZKoWuLs2FXsaLMn4qvqwVH0nNcgD1N5rAO6aNsBUl45z1o92D8BWagKgDnBw46/D+Br0kvRVwJqs4XOPxPDLRpOuffReOWsDvR8xf3JZ0+weyJord74RQKQAPQfTOjsO2vfKQZKNQNUUpcRKrqTuPxorDXL1atWt9ve4VD2wmrtQzY079xLe2jYXfpmcTtih8/oAhCsKETfmaE/fKnulkdhPPS6ZQvbuOJY3CZhLWY2Q2m5n0L7PEX6oiAJNVCkUOcH5qyh3mNCINgpmFOamwXW54ieaGsuuP6Np1x6xjGv3uAevMcWny3TpgRxKYlA5p7o/B6m5RqmLtjYMUvliSi7NRchB9qs3YF2r5GjqXEaqwEe+lxpklb4TszTRh6iKnYSh/1VyY0DLRCiA7tpWohzV/nCP11iPANRa5k8PfcLeY9istYbyzDBN/MUoRTCUvgChFSZxfN26g9SVlBqqrBrAGm0ah/0OYE0gUlbwLLxj1k4BXOUslvz5a2LQWcfMMsE17osUrxAqKcuQ09j1E5T6rL5QLUmxefrUQRhGNtvrrruxap1Q5aoZqKbN208ukft3ilnbkr/ELrv+8l/bAiEcUukuj8SkkKiJ/ac+9akUa/+YjbQSmFIul8ILJUr3aJlquElIRIIhCrNULbPXve51+F/+QnyYO5LvKg0GAT6ZctvECspOr0NnvzzDy6te9Sqb13f99dcbhWn+3u/93iM+njNsfv2rx2ELnHpKP8STFzWuWF3FMz/taU+zLJvihUUTa5B/6UtfMu985zsf4tYeW4t15vZRfoeHEc5TxBfvjWcIH8o6Z0rMWseLOXR48Orhrfo6Mk0aK9clSsXhZyfvNkkeiLh37jcPyqKDDgAPz9/DLD31ufz3MYL/xeboQRghT+p7YSEMMjBsj3gfOqXTwZqaR2wCM+yyGAn1UX8esbmGWW6fZXO18NAIheRBbpcCf+13M+SahG16sNbTrJkUIVVqhSctFkxvC6WyoR14fHyBPxLp3YBz5/qjp+5CDe/sdQ7R3CqzhpdGyKJYrDIz/WIyVIBcLSxxgSDHbpk1nCcFRSX63FFFYaXUFyc88Mu0azh5zplqilVDtdAaAKvtnayMQgO9Txb1YFSqovIdkxvcdgXkZbboNiIXLRijWmcbeWIcKg8r2UUrzrmNlminadCvN6/EbZ2lBM5tMDnXEg5sebCW8KCOLBm7SNuzYiLafISo/b5F+JtXjTepBmAN1kwmsCalviwOs0xMaKLk2Cs6FUCt/EwK8eL0payTSkoOzJot0k0O4FfLR+16T57fa/+2qN+WQmVPFiHnqb8xa1JN58jqGkvAUAbWEvFFc2/mGUx4KByO/kBtUKZcmULSzfjryty9sGK/T7cQ5KD8hcaUwu3mKG7d53Mj5fRPSYmMcbQ1Mm1O9rjrcIAwzgDWtP+mBWsprt2aKWZn7Xa3Eta4Y6oEKzpnPyuXSlCip0apDe/7lqv0DfSNyjeoaGCO2nJ1wFqwIP1uPzMGe/rdONVnMWvHKCatNKGWV7VsKvkHEBCPF83rl3to9+4qWCvSDsOIkcgqMeckV6nZKLNgjeMbKrv+03di1pqpIStkoc+XbH4FzJtrvxUc+dL2G/Q1gMn1w1g5CRzjPOwhqmwFo6q4w9+PNAYQ0YgXnAgG6zWiOTN9Rdn0kmP56kMnzeUfO2Hy5AKqrtZN4xsY164dbBjkmuTLIdi1ZHXE7ntBtfa8wz9AaGEAxJo0EZgvxQFX9oLnfJqIPPlJiBmfW9USw4ol0w7wxRXOjMV8zqDCIOXn/a/bHWNZAJyJWav5PorzewdGyE6O2TXZFkApQhhEdgTRGYChvcrIqasjbS9FT4EyASL1TcSLnhztd9e0WCQdmj8cE6u4Z4KEiU76+4hY9DaA51OL95pPFGZpJ79j/oT7S9ICRmNunj1hFiTtT90y2RKhs3njQkjrYeKGXSRh21YS7joJ+GvZ/346s9YC/IdyAOobWYfrb4q8ulEfBlnwLJ1uo6VTGJMzJjKBY09zLxYCjrRdux7MOyC/VexyvmQGqwhpMYFAzIIdD9rHSOZs/Vm3/x9aQBL3P/RDP/SI9ixfUHlqUmt8xSteYXO2LrvsMnPddddZ1kp5a4+mqX6bANLb3vY288IXvtDmw0mRUnlqD9euvvpqI/XGa665xh7/lVdeaSQU0k+JGaUBPRST4uUP/uAP2vZTG6jweBA2eSjrry+z3gKnt4Dz8k7/9kE+axZDFemloPP+97/fxuZq8dtuu80ObNHnQXTkQTbzmPupS3he85O/ycP4pThhhClFnZMZRUUrhEGKWUvwVK7j58gBVihKAGtoE/BAB1PwlH9R70FzGw/THs+s5fGoFwBnqRe8zTQ++gYzeJL6bSwoqWRZAq9eM5d6hCY8c2N/eBRfArNW/27DIIUhzgDWuuCMwKzF5vQQdw/06CxhQ92dZoi2EpegczzQP2DOo0ZXYl/NOlXCMQPIRFvDYTqKQMSJXN08fXaesKLzcaJobOEzfAWBtW73mF20l3o/sr3MXj+hccjMsJ4sKgcQwCMrM94PrQCcQt4ZG4n5ULj2OGqegJ8WQi8BrEXo2C5hU09q/ydrn0NoG7PGHpR1yaUznrVT6KLHKyajvBbXlYABgBumPMYGyfb4ttYC2yJmDffX3LP15WbDAUoPsBHlg+hMzvWMgVYQ66jjk0X8VH/Czqa77bsfmAGHiW1b9T4OQSqQtOUE7q8epR1YYJmc08JepLi3IddPSKXk/kl/Yhoe0kviGBKxwBrk+sUTTdidUw/IdMU52BHqhdVR/BuOjOGIET7nwfVyEtl4mJnrv/YvZm96i93O1lLNCBLUES6JKzRNh2HB2gIH47atnKxn5I9yDdhVyAdCGKR7JWOEcDQc9aQHGHXCJJtRN5ZOUih7y3LdHM9X6bchM0xYo/K7NGmiWm8brHiJ8kfJ9+L6TbXu5RjSJtun41K4FsW1fR6QBE6aMRQnWygkxusU4V4xG6eNOX+hgCR/1iwMk7PKWupPCyLqm03dDTdTFq2OHLRqYESYwZV6pC3vwPJi6daCtQ4s8EicZb2JWVNNu/s6ABvCHyWy3mKZnsSM+cyeHzX5Gz5vlwyh0ysUT+5Nj9rJn8IqWBOw3AyzJQBRJS9lic9u7AusVdcUXI7B7mwyV9pt3t7XNeOxb3Ber+R43dgaQWTkwADFt59NmYR/EVhjbAACxIYJiiiceyw9xRg9124j3ho2jRdsM9WvrJjfu+uI7VqJyRzr2QSbqWLY4Vxb5BSG90QTRI/T1hfYbUyqfIMPg5SgjwCxrE2fpNpxJPgF1hzoiyLiMeJzombJW1M6mwo4NwB2KZRUdVOIrjJr7nGoMMiJSsx85kja/BaC/ZXGFnA7wMsD8BYTNoXudu4rp0BuCGefMAc4d64dtqGJNyA056RBekoJspllDHMZHoZJa3BtacJB94asi2qFQeQhgDUBsCcZi4IrOh8xuX998vOMGYFhu4h9acTc5FMS4RHZp6f2UiBeB+A+p3qTJjPt2rJl24JxzH2kB2C0QjjtWltSch0mZs3WdVMnYmJqgfH2fQhR1DIL5GSPwIyJbdPYlKU5zgnG7Lj9pGNXviZsen3AdNl+gtDhJPmld2bi5rksc36Zq4nIhMhC3Gwi9Jzy9bSWO0GlAfhD8Ftb//Not8Dll1/+bVkfiXqstW9+85trPz7gfYPSImtN7Jwk7sVwTUxMmMHBQaMwyAez884779sei0DYWrZMjF0wkQSS6//jP/5j+5XCFZUXF5QbBRj1b6296U1vMvonU302/Qsmqf53v/vdtnh3CIFcywZ+4hOfCIuu/l0bhql8OLF873rXu6zoyPCwv7hXl15/s94CD68F3B3x4a1jRkZGrDS/JE5vueUWC9727t1r6WLVvHhcGg+r6Par7KnbnDWfByImKMTvi1mTkppM+UgSGEl4p3WFh6gCGfthdEaJvxbhloOVsUayfAQKJTp2Pv/28DBfsnLegVlLEZLj0zlM0s/KuhUfvdfAqH1XYZCcE57rGcGa/IBIyFmb98CLxWM8yLNMI0t8JTBaE9SaKvQlTeJQzVx7mOKrtNumKmjPWtf8n11bKfzrHPTR0qXua/kz2kfvJp7+zrnpq+K5YQcGEubZC58z07ng4NEXXo46FZk3933hPfSN7wuc+FWwRs5aVMwajl+inwOkP8UmnWv2mdcXfp3vo04u3rMFMRzz5RXneliw5r/PqICtJPexmHe4FN5oo7IcgWHHivJeAmjTMBLoUbHsigeDWxZKdht6Cayj3keERrABvEgdbzDN/wt3drz4Ql4FlzDNbmudwKxt4NSPvX/Q7P1fo2byw7QZDrgXIiWkbiehXY7hrCoXKIZUv/Pp7LYyddcPUH2MfmqFkSdmlSTpNZkERiKAtQ9Q6qCoTsaGqySCc8jFFIDct3sXlmAQMJVquQYRWHtKAljp2YMceXLZ2qhdX8yaSvDKLFiLuH4+2O/6d7wyR37ZZgBuH5MlblJFEwApzaBgYtYuKN9sRpqLZhbA8JzhDfb7FN6pmLWWdb6ZdEHNJM21V4PJuWnUOfrnLtdMf6XPzHgqUk68nPF4fevqNVqF7YudmCSSknGoWgVYYAhP9sAqM46CCRRm6wfsxwpxZHUAns7im61tiBH1ciwsyzgYic6YHE57dNGNgZoPgxRjN5N8AqGQgBgYMy1erZ+w21PIY4aw7RlHnNnvpHS44te1X/ASXXHtd+tg3NxZE4yGH/FgbRRmrQHDX71yCaca8IFTLpk/wRR7FryMJY5b5kjrlWPPMweTo+afztpg3fHGOWmzlN1KqKFqpQmgowLKJlq+Hp/WkQ0nDhNSrD10zZHWIoSo698M989wX1C/JQFry9E6l6LrjyjM2qhni0LeWr6EiDxCJhl/H9DkkTJBQ+mEKAcyy6RaiPxVbpmoZIFzmUBLpJ3lWj91LSmcWVUSplvzACEXDhpjPBUimwE9nBAmMSlZq8c1eAlA9aZnzTBGud44D0Q8raXoE5mYtWpnyL6nF9gO7cd9YUONiZ41T+4mjqGeHvSCXfbA4oo5iQqt2FbZ4dRhnjNu7DfS7hz07Ekz0bDiWWe7IC+LWX+M7GutwEgVJj/bdax027dbh4tUteBGyC2cTwPIEJaRpWHcjhESespUE5E7aOMHYSg3MsFDEXbEnW7LDNhFdlECIsM9WPaaysfJvSUn0V5jujzsKLK/rb/892wB5SNLOfw7AbXv5uxUMkq+5+HDh8309LT5rd/6LSuO8uxnP/sRb1ZCKgGoPdKNiNlbB2qPtPXW11vbAmtu+Wu/fvD3mrXQrIGAmqht1c6Qyo9o309/+tMPvvJj9NcIjlLy8p+3Z+dy1pzTFEUQoYsal0xhMOHRY8EaD3efIoBj6h60PQgqJKQgyZM568GaJLqjPAxl0fHz7d9WHCfQh0FmGwqjcg/KlK0RZhd5VF9WwZoXGnlEG3d+wJnBmvyTkLO27Noi7GNruWbG2odXnbIlboDz/ThMAJXPf40QM0KkBlBntIbHNE/Y6bGBJftxqPBE9726AN/F5ay5/uiv9NvfBNaumLnWzHqnTsxaxIO1BE6H5O7RNXTbQUQgOIetMfLYcNJs2B1hkK4HWIywI5tUT6hYmv5vIF6izypQO78ixIojhIJjYFPSimV0hBGOeEA6sHlyfjhUjRk58Hl+UlFsmZwzOYFatewFBoYJH+32wbXgl4lZe92+g+b3jh4HeNlVzFUjhISeBtbkP4ZC6gJrGVRvpnBUVRi77cMjN1AcW+xclHyX5du9Z593x3Ek8UJz68DFdgd1ZPbbkRnLEOuLDk5zpulm7iMpF3qWMaM4mnLMnaO7AlhT2NldPeQJeFXJdJN6foRgVhNFlnODRv5uD6IxPTUPwshFG4J5jkYcsM/hvY57wRlNlsSNoyTrXJetiFtnEmZIDu8Ysu/51jh5c1yzFO3WmRzqo1CzhQ84ybzLUS9hmKLe+m0Bx1Im8RiBta53Vu++GPCIE6xctBt9IdptXIvpp7yY8DW3T4G1Oo5qVMqFQiGYwFoUsNbJaBxqPMCOeeB+ZGDlAWBN+ZWV+v1ajXHt2kyg5uu1i1g1s+q0x/zk0FLNtUcIU5RDfSSy2wwC8lZg+TNQMuXmlN2ecjBzCJjMUgJhrZVAdFXOVdaZpUD7intMnKAr5+OD9DGhnYBl2Sg5a01YzEa7ZNvHKibCQEr4Q+NTzNpI/CBhkHZxU0St8LMzHfP2PdvNJ1+y1Sy/eRP5IboW1L5cooDL/33uiJn3ojASjZHtRKiil2tbIhu3TXHderCmIvQqqC1zYZAxswQLu8qsNcs2Z02/C6x1uMf0kDsqsKY5EmucvmqpJXz/qH6aWDgxj7JWz34TH3mPaeeO2M8Kf0xa8OOvZfstkaA+B1C5WRpnYtiasK6aVJEpX03W8mHX2kYdcR4BE42tBV8jLuNDlVu6cFub7DrhfLJ2HPXZ9rI/8KLSExrnWSFxLNUYQKSW8/PgcDbHpAYgVlZNu0ktMWsJxk8dlce1tuBZyNNz1hQdMNSC2caafiJEy5Q4yWHA2lxW7JnfP8dxkGs1WJcbkkB8Fun/SHOcthMr3TDH8kSg8N+mAuPSg7WFFdqqu0ibuQHTWXO/Cttb/7veAqe3gCK6pP4olnDHjh3m61//umX1TleIPH299c/rLfDfpQX8I/ShH66KYSv2VpXdDx48uLqiZEsVo6wY5+9UMHF1pcfaG4W5YTZ8JOrBmhifvHNsooRQuccZzyMcHs1uJr3DMGZutOvmNWVKTpIm13M4GrIm4UtylGURmDVrPOxU+0jfkqdO0rr7PaFaXo+y6ViaHqR9V2GQzqc6M1jDAQqzqNGiA15tz4RsAaxd2vgETplrrMVU2izmF+1Znj9TNM+YVZaVO28rG80BVwaux5HFrZjf4VpDvooYodxG/jrHJVvbwIwwoCdxFDJgykQo8Gq5MRyEwKwpz0kW845WBCZHAELsSteHTylEMiaBBTWULK1+YZ6bkL0YTpg7brEyMGtFt0yXum4KkbKLa9s+GkkgxhZ6VtiTn6kWNghgLagdygHsCPQgaV5k/3Y7FRr47Jxp7WC/kw2zb6FsbixIgt4fF4B4LVhjpAKQaQ4vSpPIdcwGZPsF1mK8DzX75MQOXl4x5/7mrNn8Y8smf3bdpHe4vuhppBAZcAffgtUlINCCNTlhhU030FbOUe141iwdGbLOq4oYi1GQSlxT7xnL+a5zBuMUrT43tgNJeARUvMNpT5AQuZzzd5moIA+nUcFRdSxElj4b97XmBJ4lZCKTSIPCRmW65k5uyOBUV8zZiztMLzWppJy4jL9aRUgmsYZZa1PQfhhWRvbnS5+zf8WkJAlJjuAwnzgHJ3yP6lfhcIMybh46h/MCCJIzdfLqpyNt75xglQ+oAtZlfU3XZg2OXcxaPc/3tnnExLg+nOhHJCaMI7tW3JQjE/bdvNf03wFou6e5h9IIKHF6B72l8EyEHmbcZgBHbv8Kndvf3mKZNYGn8eP/05y19412e5po2IjjHJhZ+yUvYtdmfEhT5yO6L7k+VO5VsXuOqaWYFPCxzGMlMWsZCtcXLOCwk0ZcXymxtuxPJRJ6o/fCqLmtZyn3sHeFfSKyEbmKfkHcJErDaTwL5MieuoNi4dFJ+34yO2b/Ppk201xKnfOZXr4UZs2FUyksGE1Uu4yk+xUGOQ/TG3LWooyRMdQgZbPkVM7OudytAkWpFU5qjWNTofAQ9aCcvjmAXZgYUUmIaPZWbhtuP2KkUzBhGk+yum/rvJRLMYFObTqeWjTJnpMWtOr7jr+HLPtrIUVuZxMRHYEyTeRMff3LWoxtu+PVZE5qDVhTiPWOatmsxHcgvuOW0fIChlKEDGGQfc1RDuCSVbCWrVOPEgAtm44ft391S+iiOJuFXVtrRV8jRIytnXT0P0okKefFsFReRiaJfYX5KuR1nkS1pp8wTAOq94VIBJazYZCMnd3tT9rrhVFhCly3aq5ZxHMGEcxJ9Lrz2du+yMwgaBPA2juO32z3tf6y3gIP1gIqWi2/U6IgErr72te+ZiSGt27rLfBYaQHnRTyMs7n++uuN4pYVy/xzP/dzq2tK/UdxyWLXfuVXfmU1l211gcfBm4ifEdVDLhLAWhHnwMsY2zAYnBIZmUY4snowO0e6J3aH/V7OaBcmwDJr5FvIGoRxRXEmZAqDtEYxbYU/NXByB+uoTHrHPqlaXo+yOaDmjvu7CoPEn7S2xj8oAQIlSrA2pCgiAQZaqHWWo5vErO1u3EWrOk99ETA0T2iP7Iq5ZfOUqWk7u2y/4CWBg9wmNO3E4EGTmcsh6kGbOF8FQEaskfKZcDD6qzBw1MfKRI6bu0cRMIjM4YbRd/RjAGuaZZcF0CCQoeOoSsDCi4V0mHX+0tE/9C4t3QJ46VIQV0qEslQbNoa1BNaqFNyWWWbNO+gpOX0OW+BgkeMEcJD5yXAbtRnAWnAg5aDZMEg2h5tsl7fga3vONAktkw//pOmoWdLMNA6uTM6pcqSCyem0KVg+D9GCNRzbmjzNLG2mnWD6M3JVSSXqzMAlVbPjdYsmvd05qvl6woK1DufQlmpm54gFVF1EHVqbDq4Cj5av35RCzjyEQZaDSiFt3G3sNrcmX2f3F0NWf3DwSWY+sYM2DYOGn2BMQCh2GYWI5VBxbCn2DFOdq51FB/YUDtf2jSeBkY4X4lAZhflzXazZlRNbzabj1KJi3RmAqUxKniqnwMVrOskFwiAdCxGFKZVpjKr/xawdflHVbPashMR+6rHNtgj7ADlx91SO47giSIMDrj4v+ZzAfGClAXu3lRbNrTHnONMpXPPO0a9kDlhgbnfIiwRrilnHEs+Shyl7+Y6y2Rnfa8FF0zMQksaPzUxTjN2holCbMQYzvJdcITFrGwoJs2vfm02q7rKJFDy3mU0K8Kw1sS7T5A7F777LtI7CkHjwqHEwlv6fJtarHE7XJuMwaw1yZ1uVkm1LJ5RCTqKfdNDxNyofBZy5PaQBa8eKui66ZjdKkDSpNQFBgRxZXz7O5eBC7qbJt5NtKs2ZDvRbnZzIdmvMdCruPhiDtYn6e61y1gSeD3YEyFw7RGHd14ZBzniwpnpuKqNijUW7THYFZq3SPGlmAHbh3qz+5WKntdxJJIAxCFpyXbhrqeLzKHt8LLryTdVWCai7JfJONd5lbQ+wplMupFrH2orO298T5N4d8pMFKdVKxBS62OkOsjcmhti37pKq5VfpjDO+fMOxnHpPYC3uy3LsNGcTbngpLaD7TsS85QuvoxC8Y5pPJia1aZuz1oF962koCsB+ZV9yvog1yI8x6dpQP4gdbkXcpIdUJGVdrsWML6Uyn+Xq8PcZrjhzwAvQ2OU4EjGuZxFGku3M2nWn/D1rsreOAm7U3OzZ274axSaYZAthkGdTdmDd1lvgobaAcsXW65k91NZaX+6/Uws8bLCmpM6rrrrqjCpBSiCVNKtmN44cOfLfqR0enWP1zJp9yHk1yMjSFGDNPeQVlrL6XCRsSK5CxofOtAEfYiMsWFONLZ7XGRgAWR2mLYC1SJY4f0LGYl5OW0ICA4C1Ck6BLOnzHeyHR+klhEBqc0Fo5OFueqVVNg2fk7ZWYOTnbho0Ny0naQvnoGi7llnA+W+ugrWq2UhIncIP5c+twKzd1tcDYCPX7OQiNc8aZiV9CgEmcBQj/Ds6cj9/mbEnt837WYrhMZHkAO5DExcoYo4SNlhIDAE4IEC7cpxw/gA00VDnzXuTATTIgVNL13DQuj7/rI2jt9DY645bJ5Al5xAFDi0jy8HGaf5fHE9K4AnrEtba8A7lWrBmzxGlSNkqs8ZmBNZ6EBM5xay5MEgtV/Kz5hbI7IRt2eX2e9lJHCwGnNTsZOAGcMEpJ8+2ufAvnr7U35KIh2wQSNNX1J4KDM/KQMfcsvBXplSfs7/ppetrU+Vx9grxPOFeyzQKYht1hCDYRCfHzPwYkuzeE2x5Tzxpa4IpZLSLeIvrswqOXBzRgYJEEbA4DmqEkhdVJAoElsM107JCGziRfNEE3Eg8QmF+MpUk2Fl2jqDCIG8snbTfK2etC0CU5QHN5d1ZeiFiLj/Ra0YnHUKe8nSdDV8DZMma6WNmF9t748YXmr/f45ko1WgDBZeSAPwtUbPBg7V2TExwHpERQiAJBb1p/iDtIfEgN7lQ8EA1SOUrTO0VF19lJhIOiODGs774LCxx8AFgTSc/33/E3Hzh35jPn7tXSzDWlswvpH6REWXM02ci5mXHO1z/eZP8wudgyVwbVqiDJhvu7DXT1H9Lc9H99vVbUVNlIsGPOzFrcfL30opnW2PqqjnqJKU+fi2M56gd7/pZR1mmzRI5AroBBxa8CazBrDXKagPuD4FdIfdS5+OKJKsYuQO+aZjH+UrGbIVRyTEBNWPFTQR8TjFrMZixPi+uNEt+m6w2Oc1rxEz1uT42LdenUVi8kE/qctZi5lBnjnP091wEfgYIX4jRbwqDXGRyR1YErE350hS2Oej2hE5IvzVOWGbNRwQSqtgyZ3UIV3SSl5YFSzAZ0PVgreyv80GYWuWaqjiL5jvEZi3DIOncZEFN8XDCTcI5Zm3GskgKg7xtVGUgAILc/MXcUzOafUTN14cuNiUYJwHfDcffYH7w0CbAmhtb2q7a2IE1JhO4HnobG9jZBk6LPqDEhCywfsW027cAOXcTQhh1JZ4CZSP1Fbt8gutbIDGY8uIqkUHOz5hty47tXMzUV/OqFxEOafqJE8UVTKpGnF9Z2xfj2pc6G6GoW+y3kPf0ZhUhKLfQ/v0ubHKgOoi4D8DYT0Kcl3STK+E41v+ut8B6C6y3wOOxBU7djR/G2T/YzIUAm0zJmY83i4QwSD38/GxvrMbDEWBFkB+O3hqw5oUR0jhSsjbKd414iVwaFidjpsMDOEsIj6yJMxTxYZD6LHYt3nEPVQkJ9BBepdwB2fccrAV2wO7tob1IPe0F9/2BeeeRa90Ka4bGwQJS2zgFa5k1uxBtFcDaDhy6PIBKQKaEgy/n55upy82tQ72s52wlHdglOV3k4uDwHB29z/6YOAhYCz8LrDFbG3KhjsIS1BMpZN+vNsONFRwOzWDTBxMuzDLkVsW8Sl0GZkAmINacc23eQoCghcMuQCVrIebQjuYJf3OOUo8NCcKJox2yHJusiwBFw4djUrFrNWdNzFqXpH1ZAGuIynFMCK1w7KvMGt8EJ7CMyIUzPKkdgLVzHAi55KRzwhY9aLDMmt+/lhdYYxLb6hDYnCGc5w0+ZKy8ZrzNDyya6w+93dwz/RG/H3xB5NhlPXXAEI5VI0H4XgMgUHZjtiHBlIx+c6s0PFiLI8wgdkom1kumGfkMogNFQuJkEerHdWi7thT/AJroAnIN8BmJfMesORnz2sokTp1rc6kC5r20u8IgU24X7AOGqz1kt5tHdCEJm7OQGULBDqGGw320asTMSEoSi3L9yuGXCayJIXjF2DVmI/LkCvmigpf9bZGJgRH6aMyDtYjNm0N2nBwc2dQ0oW2EKSe8WMwyjq/+EwspU0FuWpDz9RcCTr9AB7oRFNMWO+jOSUqBujIUKnrfOddSAuSwVjf7SzMwkctW0OLSxcPmh6YnTTXSbyam98EGuT4ve2ZjHLAmO+eOHvP04zD2Uh71Trhy1paay9w/BKtOmRz52f33cQsrmeqmC1d/SNMXRxIjJlE4Sj9wXLmU2bqkvuFaqLh+D4Wj8wi3KAwy5gWV6ikH9NXPbQDNHnJOZV+av9/+1ViWWqks++VPmn7UXQUWltmfLFPeyitKr+MHuJYd4BJqj3BxhKLQNmcN4DnLtRoERjS50aLkwjAzCAqDnDruro1lwJoPVjCTgLgok10hDLPYOG5m+E75cLI6kwQ/3uyjJ1weou5DCc4hgLWSZ4gHWCfRdn0q3CeGTREP4ToNYZP7Eu7eor6KRWHzYbDEwO7LDhGSrfIQAmsxM+zb45vnAY67Y7QlzwSYJwEveGt7bHoRI6xwX6kL96SbZrGoMcD5kF9Jdp1dLucnBYtJ1082qoNN6Hmj6yXYWUxQxABdaXJWbTi//0E15rqt7ebyGSafEPORfX3bSasEqfcr6Sr3TtdeEY6jwTVc5D4os2GQgLUcTPl4fcJ+Z0VbuJ5PetZ6xY/bEcR5OkSNnGLW1sGabbD1l/UWWG+Bx3ULPGyw9sxnPtPWUlMC5+km4ZF3vOMdZnR01DweEztXwRoPWoVBRpnVV+iKWWSmnZwLm/CNU2LNxp/ho+O8yKR+ViPHQT5tq9TjmDWcyy4PQOViBGZNy0bHAWte8EKhdtpiy+clJT1g1HKPlq0NfVz7/qFufwmhhhIz5QdXNDuOeR9VIZAFUIKrs615+zVGfscc+UUKkdxWLptMdBPth2S2d4wOx/aYw8ijy0725XH4T60rZydGTszREQfWinvnYJeckyJmzcR7LfDTGrN9Rdsvd+X+H3POivbnnN3WweN2g3EYOpkcdbkiEkyQKcysheMiaxBy2SFEz/es+Wxh2fztjleuhkH2Mbvv3O626fNiCDXYmZqf/b9jLmbets+FGMmB7uKcy3y5Mj5rvzQbTZTy/auZ5yBcUArxkprZ3kqpiAHEJAYi5mJI3QTU2kIAa5yKGMdVI4wpyu8R+kHtl1gD1qhWsHo+He/gVRrOydT6jYhjOPKANfuZ8RtHxj9bc84VJBvbHcbpdA5cp+EmcWKoOYY2DQWtFU5GUKplZWo4dbX2CCFh47BlWldF5lOoBQ6h1giosiyhO/f68lHAmGsrsREbi4K0gkExc1F8sz0uy6x5Rb08jGknUTHTgC9ZHAdREyENX4w7Ttu2CFGMwS62YArVnJ0WABGzgNlPsDTIURrBER3pODBex8uP0EmTPW7spBY5CgZD2rPfRdqigrLlUD1rtyVFy0FqVbx86rD9rDBIXGvGC2CtCdCwZ8EYU6wdpoLsOS6STQ034I5WFijUjvolXfmE0qfNU5auo50z5ssQKr2Kh8QC27MtfpRiw8Y893OSnu+YO65ChZIRL7OTBzjxvb4+l1O5ZBzgbE/kAcejY6aW3bbKjm6iLthkasTES8fs+sVsBrAeN+MU1SpXXIhmzefn9QSwpuuF5uhm3OSSlABluz1Y+8rCUfs5ynUHtLfvydIzfYRC16LU5PPxwfk6sv6Zr5hGcs7E8m6dnjYV3sjbA2Lb9QS0pdgpgBTYIoU2Fgp7zSiTEAu0TXzOAa5KKotKpVvv87OATRjJEAZ5YP5TFthRzdBut4MC7Ng3uJOzL2uEtybFRnrGOkE9PlkfHZj0YE3MmsCV+lSslKy7mrMmhVCx7KjkESqpa1lLTEXOYXzO2X7RpBERgtaefcE59q/UKqU2KwDf726a9nuVfgiANQIAinBPTVLTED1ZQKtr74y/QRbShM9jAuTDbmhzLG7cChtewNZf/dJ5c9FFykt032t5hTG+4L7nmV7un00L+GH0kw2UIN1GSukVrhl3P25ynXWRtlzxkxGrAiPxTWbYC0E1uB661Gc8knYMaQpRoQalBjaU6E/u1YFZy0gtad3WW2C9BdZb4HHeAu4p8jAa4TnPeY5V3Ln66qttIWyBs/e+973mLW95i9mzZ4/58Ic//Lgtim18zpp1hgBrsSTMgGzhEA9EJMp9GKTYgG7GzU6mfPx/E4exjny5rLmQ40FJEVGcqDa1aGRMnK5aBAn/hM/pCLkpq/kCvhTA6sKPwpu1YZAtvBAw+cOyBV/cNh7Qhz+XSWoZyRQiYwsj876DkyjrEuZzSEIOmZTZVO4QbrPNfh/YiDJOYWzwP00bOfEbdm3C8T4FQsSsRXAWF3sIv4I1EbN2Q9XN4Mv/OhIlRMiDpmzmOnNO7TrAwEYzNbJhFaz1FMbt/hKeBUJE+wHOi8JPW/POuazFyrA+lVWntkLQ2T3pi3EaPbMGWKMH+b1jBn340n319Cqz9tEjSfPlBc34u/DAzipYw+PDOsz6653+SaFOe9X4kMCIrOLZPiNBFs9OHdwCDxDbZz70iUmzoLYRaBLW8aFbWk/MmlTJoziVllmDnZXAiGz/JiTcdzrGKUYIqqwKCxOs0p20bwNbVE8IrMZMX2WH/Z6IMNMm3E9OawYVuMtv+2H7fRRBg8A4NT2LxYg3JfI0x1BgLHGu3UbWfKWxE2cSgM36LZibUmzY7RoHWTP1VmCF8RFymuSe71hWzSp2zITIgA//Elgzq2GQ5OPFipZZC+qpDfIXy5kvm+2DTydEkH0RupYalPuv+l20PWyrrEMoo9pf1oFR60x8jlBZxxYVYGZJQgSsud83FbOUKOC8u459rHJOizkKfHsxhxSO84UDgyZ6zTVuBfbVgGWUYz8cIcfS9rCcYtcXReTfewAaZCPa5QsojJ6IbiZkWrC0RXjnCsC2bb461kMOkhsTIR9wZ3rOvP6OuMkT7vbeJ0+ZIzt08bnrTpMfEvyIe0Bq24pf5chPjo6Y2stfYRrLAAS3SbOR3D6xQFUKPcuKAB7ZufMZcjHdsanOmmyAyZlwm+gQ+poAeWjcKvRPdi6qSA0mESap0WUNwBCENeIIepAyBVhjUoW+VtFnW8Zk7EYTBTREsjPU/quQU0j7q589aFLOWpq2rcEKB6BRi/aZExPX2rw1XTNjFF+XldM5rlJnDcZLAbAdt8ASYZzGMXLW1H8O2MQiC+bN572FMhn+fm7BGuv6aynddaGF/dWKuSZ7jt0olxTjh0A/bt8LFFi/Z1jhfa4/CwxJMUsCa/0AU7Xp/2XvTcAtO6sy/3Xmc+45d57q1jymkspMAgEEEhADYgOCgKLYgCOgtNo23Yqo4Nja3eJfcUJpFfwDIrQTk0yGACEQMo9VSWoebt15OPfMQ//eb7h1U4SQgsDTJHfVU+ees+f97W/vvd7vXetdMjRteQcQOsx1EbNWkCIqszqhrEdGADFYP6qj0dLcZNXApE7VV1g/YRubHth3GegQA6mBHtn3TFxO/+UO4hoPB7BWVZ6ms6T1b9xqgyjb5rnW6l3RBDjHy/0u9zCK+iiXT7L9sgoDjZHlrtTZMAIw84goydxh08aJbg+DVRvdtDpgzeqwwSj3yrZQoqWSXaSfbrAeB2D9vlXSYN3WW2C9BdZb4IneAmee/o+yJVQr45Of/KS98pWvdCIj//W//ld7/etfb7/1W79lKzAgUuT54R/+4Ue5tcfXYg9l1pAdL/gR/O6smDWBNYkTIIvNyGS36F/8OZK8ZS3yGGq5U+57fdq/5CSa0Cl6h+ghzBphkLkA1irIccuIuHEWiw37X4/N59l5aueqCDkbhBpiyCcUiTuwE0Eiru4ERrw30Rr3SmNdioodKqftaFFhnjiblXG3TiWINTRwurcl/9Bmfq/fHtxADhrMSjQxN0lCgGTHN07ZSIWaSE3/+wRqjHe1N64ya8vFA/aU8t/jSLTtplIRJ8o3ZAoqRQA4F0LZxHhFJkvbFaPZnvXnsUJRaAfWNAMTi1rvjAP8CKTj3Eo1GFJGiOWE9QWH+8scU42RclkCp1t5QzEUtItzKmsBYmWNEOKqMEvlzCHgB3BiaRwgWU9wuiikRvisd25u38SxwQTtWmjaDAquzh8UZgtsgdbT8cSwSgfW1jBrh/DQT+72DngCx1hWa50Ba9UA1hQG6eZl/EEMLPmwOTQDrFkTMyKgPWsXHdlu/Ssj+NVnVOuUMyNT8WOFzO3qHLJqtkZdsYR9pnYBIVbesVaY3QrMWjSyepwDeDi/x2YzninBI+VclLvjj8cQyJApDFInryLIRZi6SmoJZzVp9w77ftYAHDUZ0e9L3eGWByZYZlB9BXefJmw3POByNdHcEtxrgMRT//56W7jrH9wUV6iabR7v9f1hMyd/XqGXVFV/DDUYh1OlM7lLAixDGdjYHn+sN1zSZ3O5AQfW8pmtzrnWhkOFAFtIbEMEh+1lA/vKjMOZC7gvwvVh2fPnl+yGsQHylXz/LYdQ2mHYr2uPIlICgHn3ZdOuploEMmLWik3ypILqZQxL7QG8TSrvchwhiwVCBEP/29zrB0Rmgue/gLCI7LwZ+nIo5OwFRgBr3IO6prI94z9hvSUVG5fYjp82XKjaTcv3A5D9OSnsOxvUMu27nubWq6b6WB4ggJhPT6tit2wfRTKDAQ3uyxdNvMf++8lfoQ/rnz8uhUFKxKWeUs03fw8tJkft83P32WjO3/8bAjt8mudIPQhyKF9zJRyrTrXZpU8A3hIdn2c3AKhcJidQ+X7OuA9Fyq3uV7HEWD/99iX9T3ffdZoKT2wqyYttt+mHCkuULVK2ow5Y0z1PxUjaxb+GxQ7fNdDLdtVXCJHkwByw45xkCquM1q+Y2WAKyZzOe0Z7sO7Z7wkGuGQKg9TaYuZlL97wXS4KQ31bzJqwfQRrArPtrdvo3yzPM3ptGKS2lofBF3jMhtB9DQCpILaskpvlHP0+0djBkpynP692EAWSUFUxuUczCT2n/1c22Ikef06bEF5qMi1LsfoxQk5jm7iDcWt8539I/OLb/f87v9XWz2C9BdZbQC3gn6bn0BbT09OmYtjvfve7bWFhwR588EG7/vrrnRLkkSNHHIg7h809vhYNIWpuRJK4+3TvZnd+nRmYNRx4+QOSgK/pRRXrMJHDI2sSRtbIH3ffW6dhPGCHJOfcwdmSJWKChb4jMpLHqZWVQ3K7nEuZXviPta1l1rTthjz7c7AZZL1l+RAiFMMgjweJOPmXq44P7IAzVN8OLnuwpt/FWT+9ghMql2Ai+3e2WCQX8ORtHNACjvWZ81YbxFC7uzcc1uo2HGqG/eVB8oPIo1HeSU0eS+6YTRBeNtG8yRZxmqLjonUk6Z5TcdlgUSBAuTQtGJz2vG/zKvlbQ3kVHPa/1TxZ5ZFxwRvI+xdwaOQgy2lKBWfqJkQWKkJd2J5OxV64zEhzBFIBrEUp7CXF42ECawpRaxDmtVCX8+uduLFqcFb7E/b0z/2c/c6xD9jNw3hMzC4iODML6Jd8vwiI2M5ugwJrgD+Z8k0yeKpe5rzr5PsFCGVJqTBi1aZnmfS9Vj8FsK2TP+MBx0rWO20Dy1dwrl1bxPmuV3sAuzVayx//D1z3SWs8uHWVWYsKiKUgijPeJkw2Pe1yqFYYxNhQ9X1cAharzBr7liMuoPqx4RevMqGx/0ew1tboPhbZIoE2peNVQy2367aM2417P891hOGkYTItz7MolC7V7xkVObidILiQoLbfqgHWZO2gBirHW1Yf8o7nZsIxr+nbapuH/EBMGpZ9EqfUt7TCWXGKlVfl6qzh6IqN4nyIKOQ6baa9/JKdUFh7MbnFep/1Zusbv8jtJ81AwuHMRYSk+euuiRdTDLth/dTCkowN5RD8odjQyl4bhKH5Akwp0MxOELrWDaqDGoC4IH05fdzfz7UAdAda8zYDw9hagb3Fm18OIddbA1g7sWGC9qegeQgDPX+6x1q+i3BP+R2fsH2rYG3H8CssQzFmrSPGzGChCfq2f52/k77g27JFv44DBxkVC8fErAmsKaRTNSfvb84w1Z/zGGF+vdT0k2kQTOal+5G3rxykX/hzygHQv1C8zHYkvmxZFBQ3ULS6wrN0GWBRDQM4yj1bFkLBlPc1MvhS9z0bwFWpxoNA80JInu5Ddx7hWJSfKOuFER5JbHDfHbPGh0JPZTqaTNheHSDUgJWS2EovrHNk1vS8P1iUQinrhH0t0jzVEIEQ8/+0vf66PyZ9V8mBUwUP1i4xPUdU/86fvwRG9FyKz6b77vo8+aAMSXDf6xxm6Nbxmulur23ZYdd+Ysz+4pDCS0MnYnoUoRFGzAZ2VGGjMQyymjvtBre071rIoVX4ryyqYDbpANnEdk3i2hIqWSOvrTTDtepwr5NTSP6wrFAm5DUA2EQIs3QzvsM/lCby7f7/Hd5k64e/3gLrLRBawD/Rz6E53vWud7lq9Pv378e/SNjOnTvtmc98pm3evNn9PodNPe4WXcusof1OrapxS/Rvsi5hkK3gCKV4YbfwQMS4yDKhaLALg8wfdtPaMy1Gkr2z2aZosCzWWXM/+Bjdcad9atsiI6reiYxCGFIVe6wtgrNUGJ49m2n7evuba/kR6lJwiGcT/veJ4ISsle5vBwcXummVWdP2c5PeIV4h5KxB2OHe3O/bnQMdqx27gbClEzgsZ85bYZCqYib7yvhh93dLzYPe4+y6HwAhNcjjkDJyljbC4PV0cPxw2quBWdNK5UwdB8vv120khDHJodfV65T9vBrFm7dkJtw0Lefyv0Ie2QKj/DlYh5gn1G14IDCrsDclo2E/dvykveULd7G+v+aRWWuGPiIdOpmcRIUv1ZjuWJ8w/7zA/p2mTtyJ2ozdSI7OHUHm3RXipmbW12LWomy7SD5hPxGXoxS0Uq21WgDlCZWJwGprwiBrtWkTQIs5a8uBbcm0KNjLtlZw8leqOQBFyBVk/fFyw5LDU1bsCfl/QXxChX5lY7WDsDin3bkVKXg+Fgo812GP1zJrEo8QvphLj6O0GbavME9M4YSyaqgT5pg1ftcAaznKWpS5HjKE2e10YMKqhN2VyKeR6dom+zyDWId1+72Zth3CYeykPBjVMkiF0J6EQoaSB7WQw3OZWAnmbmFs4oWD++yqCz24zXfnbaHAAI0aGFP42zTtEsFaoeIBiMIgE8kN7jrrbFqhLy7ZVuspEArZt9mtv4daisnO0Cqzpon7YNYuy+xGqAWGAiZyse+0DfX8sQ0dv9it8/nNHFmrz07BIkbGS8zaeGcrgMj3w9hWg6hN0vNtftatCpD38/vyftDl2Og2F96nPEOFvp1HGGQrtIWEKGQJOlS8I2doPwFa3RcCCInskisNcOPyJKDBAwLly6VdJ6UPlv3zobIK1goMvkjlkNDwUMk6SWNVQ45UFKxpwawlATlPnmKQhHBJtSGPCDvQc54NVN5hL7v8XymITh3BHmrlcf8LLMkaRDUshH3r/vpi2reZSj3Isg0PumMdNt17TuUS+KuBiQ61GmUD1AfsDSG3YtY0IFQJbaf5TvCDPrCUpH1pD4mRlNoSGPHr6xl2Mi+mWDmQvl3ErFUpSi9Tvlro5oA13881XSDyRNEPZmWWj2uSbar6+wFIxvnNrD6b7pi8lw5c5Xnp53PpAJS+HbSHyYFNNsm9/0UUetcya4VwnRocQDb0FwG+EQaiOjBnrcwp1xe070DE2pLKm2DzKZ+X1qLfd8hHlVV5TugubPV8wWaKFcAaglAMJMgaaYVP+zapB4bUzVj/WG+B9RZYb4EnaAv4J+I5nPy9SDrLnogCIl+3mVZz1mBRGD3ODZ5vieFdvA2XGFX2o8XJ5JJt2S6BBL+1TMg9aGTIXSC5XGEpieUcoWN+qLpNTTHZ2jBI/e6d2GaHBlZWhQQk0yxLrwEtbsJj8BHBWQm5bdk3GgZ5UWa7W39/+4T7G8MgC5KJx/GRHVm4yY8qA0AOwaydDPtMlb1Du0DY20j2XtvB6DQYy/62+teAl+oqk6ZtSGCkt3e7FTKD9sWxY7R1x3atBIeL3Qw2lF+FiEIf6mmAtR3k5SynyYkCrFVCvpi20ySHYq11Q22jtlhSnMcYelnF+RyCrYij12IKswGILFNAWIFacoRk8fpIEEDOpWxg2l9r4JH7HRmnyKzNiRLDBNY08l8BpOl7ZNb2IEkvO9QFcGLH6G+JwFZpr1Xk5F1hbDYjZk1umv6rzaPT1lnD3EoRcqaWRKo/dNIArqtrwiDr9VlbIbRMYZB52ns+hLayWdhEcscAeitVcqhiYXdAwmADmfgX/Am5QHLwUozWa2m1sw9lPIQy3t19/jr1AazGKAAsq5NX1iLn81QImRJLqXMvcY+Mrdab8s5nZNa6nL9G7KPDWcMhzdSpeZZQ4XNKlsMOVMhnklXJR+vL7nDf3bVltF/2ycGX2z8j5PG/T02xP3+NNF019JIZCtcHMOvrcJk9aWDc5nsTdt5iivRBhH9CqQrVllqEWYogSaGAM01yugKz1lP1AwsCa93ECEBMIWj00IB2lshPKyFa0tvvwVpfbRmhhgz5Zn49HdP5C4s2StZflmlN2MJm/yHb0P+LVnxwJ9vs2j07VHS+17GstaxfTzlrva0hamV5xz+ykIPke8qOnfYH0A6DNG+fvt1NP4iapkhx5ZMdhYU8b7bHukHYJIZBCpTF850vr9iC+ivPNgkoCazdi8LrEk5/OrB6yolKB2CTWfI5YHPkxIlZqwem7U/HnmHnhZIRKuQeIwEji94Q0OY+vJKBHTHF6iejgHKplX4MlvjI4pQDfJMMZOTIR0Pqxp1Piv4dVSx1X90V8u96gjBPE1AqGwiDI3Fy0x32AABAAElEQVRgSPmCTjSk14OSIcBwF0Ai0/NdJUSiKqemCaxVsgw0wKSLWROwTLQIH4xgjftoLjXAoInuc/9qFrNWC1EB2obaQxYHSfRd4ZYnSn7QbkPZD15ce3Ras4gizNl8/w2rz6Yvb1WIIRCIPqY7ZprVqiFkVrXmZkJh7yOMuKxl1qIKroBkHHgSQyxmrULduLzNnRmAZNu0AIxsSYdAG/j2OUDx62XupzYDcY36mJuXz73HekfJZWNwZjkA/QxsvaIXZDMhFNr9WP9Yb4H1FlhvgSdoC/gn4jmc/M/8zM/Y8PCwExSpPY5CFM6hCb7momuZta0veo/17/1hwNput7yKLcs2P/MB2/vyZRwX/1JP4qyoTpPyo5IwGGUwXYKaUyVU4WTt7MODtcTIHrbIyz+EQWaCY5HCwwvRmG79x+IjhkGWSDqXnasiZBQYuQzpZtk9raPurwRGcpz3hj7yUAIgOTLzZbw8mKsmRa2ZP1eadMvqQy6AxBwKFCx+wXlvxQEp2PV9r3ROWXpN+KeYteGRy60vN2EnASF3j01bYZF90DZyMIoIAciO9HeoQ1WzUdQwlpxEeNtWQk6c5peDU6uyC84iWAu5VmLnZNXcAs6ztu89KfnwUVluJecdT8FRWQpnUDZKrSoVdpYlQxI9WTTudyWMXItxLKOsFpk1XFDnwihsDs0K+pC/fVOhJtzxxpRbn+BH1AP9tdKE1hIKcThiamK1s2PupNoHiA3kBKFR/ri0vMCajvd0cBITuF2y2powyHpzDoGJhhOo2Ey7zgYRBC3XDv2kTE5KEcU+td9Nuz8Bo1Sw0i2cw7xCUJMAJr/PStY7c58a7bU5pMdlfd1JG637tqslAXCApfuG/T0kmKD758WjWyw76PuUnEhZzLvK0G4rITxR06uAtRRMQAWWt0bIsViVKqImbh4IopjZ5L5rUKVbnLQVWJ3rB17gpn12cYkcJn8smtBW/mkKOX+NrGAxDHIzMuQ9F223Xm7dzIOwGQ0Psnup+yWwFpm1AsBhlrjBbshZ6wmgTmCtg4qeWCQt2w7ts2ybrPfAlPX3bXf7U87cQHnA9s7Pud/62LW0ZPOoWaR1/3N8PalZyzQGLHMcyfntZk/eIqaJ3CZC+uZDrS0XPgjoG3K17860nXexzT580DNpXYC27EFULPOEvt5Nrmk19Jej/TVCbQFFIUw5htRJhj+CtYXlshO5aQJC1GI5wkJvglVTbboNMaSU6+kEPlgmveDB4qlilkEPMVd+cOfyB2aoC3dKh0JdN1hwP/7lGCw3jWtMgLM9qTnowkDFwEq9EFhtN/debksznjGdg9nNdxEECrfIxQyaEFXsTGxjvjvhvvvAZXP5e5pQDEy4wJRMYLcL01ct+pX7iZLohNBhqfiqDSKg1PICa2UGNbR27DMK35aYiCxLgeyVhG99sWXzql3GrAjWfHv6Z4yKWUfTYJDUJU/1pG3Hsn+2pQJrKGatnjvBPgWyePaWkjZL6QmxgwKC2n4QxSQ/Okv/8H1af+JAh/YjIRqZDzf3y+QI4x5BYKRLPuLeFcI53dVle7Rrl2fZsg27deqZw+7vcQbfFspDVgOcKgQylZoB4H3EVgYChRuee32IL0UA+yDF49dtvQXWW2C9BZ7oLeCfuufQCseOHXOqj3/wB39gxWLRtm/fbldcccVX/T+HTT5uFl0FazgMqaJ3QJNi1jAplckyBUZOafUwoOymtQjrk4OfJKRrhXeiXr5DDQ/WWlk/Yrq2zppW8mCNUc0wahmFMATW6sFhcBt/DD7OZtYieHu0m54NYZAbw8v77uYRpwR3EjC2qdiyfqTSI7OWVRI/eSwCVq88UbPl4tHV3agNWzj5BcKxNoxdjZri02x/4eUsO4AjFIacWVoj7QNDF1kpt5HclKLtHz3p2jRN+I+i9fKhMPUkXvWzVi5CUXAAxx3XDABUCWqK2mklDGNXUp6Bicya8pyEfJLsxy2Hgtt7cXxaQelRDpDELmSLBX8ddVVluj6y111YW3XSPAwVBPFgbSGEOCkM8jZYiaAZQZ/x86VkqN7U1AGzvdSKP3eF103khphTgtE60x49cz4MUsKWjlkjr6hL3puUITXC7mwNMxYVIReEHrBOwgOVBnlC7TAoUEclcRkwq766HSc1Alu3Qq8/xyLshwpDK8zqzq03uFkbbqLQNfls1FKGWWPfOLRlx2YKHs7bvo53xvspGl9itF1W5xpaas4eGPK/fc4asvVF5FqC7HhswxgGKWVB7SNaNSpsUg+snioDHMVF++taIcSxB4VQmcIg2zi3n+t7Kcxc3gnCLLOt6TCYoGUEhhKoU3aC0IIcbz1INyBVXr9soxax7O30OQC8rI9zWgTYhpaGHUnaPAqhrZCTVmRgQq60AEMDaXtdEwfWwkOinNhkf4WU/cnABI0tjtivf254NVRa+xhFEr2w4NtdYZBFgd2pZ7u2Ro/drh31/a9KeYXpMIBAsKC1qwkbQWREFpk1AWlZAUl+WV9gXbuJGY5x2VYAbeUgnjJF8XPZjkn1O10r32c0KOKPhnugUrNp7rlYXqQntWgP1ABk9N+rlv1FElMqNc4UzFlqhn7GYMIpJDUVbriUPOS2nf/Ix62ycNh9X2FApx6uaQwBVxinlE0Hf/JNLuRS4DS1tGwvKW7i3PI2QA6eLJVCHh92JxHYq/7BHPP9POXxJdpb3HK5MAB0qteHGOZWBT78mQm4dMlJW1CxMqxEf+hGsAYaynLsMVRT8x1YI1+ZIou0k+8bKcRMInOZT59gum975awd7fUDF/UwaKKWVoFumfYVTSBuvHHKTvTVCEuUyiTPnJDDJoGRZnqetvYgcRiQ7wbDuO+m/SvKckQKyLq8s6bDPa+uFwGT5vWH2mopBpYiszZMqKVq0bX7cuRKiofzfcE9UwCLd/Rt4Tk/YocJyZVtKbQsT+RHHSArqLul+Gk3/WjPfve3EMLke9eAtZMVP2DgFlj/WG+B9RZYb4EnaAuEN8OjP3sJjEhY5LLLLrNLLrnEBgcHHzZp9tFv8XG0ZAiD1IhkKji/iZHArIUXYqLuR6ljCJvOvo1sv/I5EtTzEbMm649gLci/nx0GqVy4TBewFubngxMtF6mGk/xYWsxZO8Osndv2BdYK5OxlwmjvMkzidXNHrYpHsAmp+CEKsEbhi+zy1c6Z0PFvq5YtA5CNIEgCAnIiioUKDlfelnqudKfZyvQwmuudGE3Q9wyOXCs77kKgTg4ed8tlO1UXRlQKrNMCAiXJyXvs5rHzaHzvGEl5MYbglKmfJqskvSOq47j7mj04G9TBg+lRToqszIj2+wcRPgnbcGIdioPCaiUfQsUO3G85g7LxHo2G+9Fq7VHG+L77Ww2UQQNQdovAWnAkO6E2n8Q1cAthZFVIGNYsCEaoltIv7HoZ24BZQ2Ey2tACwLLAb05H7dzhS6stlmENWFtTBDsWxo5kWwtGIFqt5UND64jGLKPYKRulEPZKELzR7yTS37Jty97RquKA3j9xK328YcOzl7p5ZQhjtYjULZfkuxGeuKM2Z4WCd/bxOwHVblGXg5Ugz+fkkG9vOeFi1hTx67lGre8dxXqQMJfIzFqWNKqItgmrqiEyUgBRE8TpdlBhkKQH1UBZG4A+g3rpl0ovsD6ENn6hfZubfnRVyEcgGbCWHAHFenEg5awJqKW5Lo19G/CFYYxvO7HKrOUSS6jr0W7MV8sIKMrlnQPk4c8ThtiEneX4+V6HrYtgLamHAkaJd/uDXRfaX3/piy4M9kV370TMApGZUAgev9vZ+ad8qKbCIEudB2x86rl+xqVdu7wP4KycS0Ih58lJlKn/KtpaddhkdQqby2bD9R5T/QWsl2eMQikLqU8jdBSuaXi+LYQQxV1Tg25Z1YSTOXaF85VBpLrzVliqrJebeHBpsz3/1tfa3kP+4D1YA7DRT5OAteUB8u4K/nofHfcMTeuiK2wRNlw2ed75CMP47cfyGjWeD07Po1Dg3lDbpRnLSNhrbjrGwEqHfDW//KXLKo/AAIYaHxsYIQ823GMaTFkJ4PWCmgcZR0I5C6t6hjnCUG0TTGWzJX9/iGGMzJrIMqk01sJNpLw6cZvLsLqEW6wyaw1y3DS4IxuxO+jX/vx0T6/QiFK+rAOoZWqpNkyeznGtjL+mT9TnbSjh++qW7uxq31MYZMvlaXqmc+v8GKqoKHyyznS4hrkgdtVloGomhLMym+Py11Lf+xBPkeV004XnzaaK7ziLpXDN3RHq2FiE/L3j+RFbaD+XUHbajWdXEWDn9py/3l7Us9NeO/bPRAhk7fb0TW7bmRCCOUrIehQY6elGntctsv6x3gLrLbDeAk/IFvDewDmc+ute9zq79dZbv+7/c9jk42ZRSbDLNMYYBUFcAetn/xJhZv5ll1wD1lwYEm5Mm7pFAiGOWQtgrS+CtYwf3f4qsIajkiEsL+YDFF3hZfl7HSMd5jG1yKSdyVk7t24zR521YQpRByzi1DA/MzPpjlFgbQRZc+/OwUhUnrwK1vqQFB9gVrnPAwTHenDepSCecbIIZYBJTvpsNUj5XitBvnpuKyPLWIbQJzmRkbFZLsywr44HayGkUbkkBAe65VdQpJRVQoK8EvMbwTntkpO4OqLf8cxT/O1z1ryDVUa501lwDMXGiUOqqZ5XBPeoCDpnNTRQNoQcIcdhtxBCFpk1h7bYmEbS5d8JtOXcvv31GGGU/kUbnsYCJVQafV/Uvjcuk7tFgpjwjOCCilB3kBt3zFrw9BPBcdPykVlT/o4MKOH+6iOGQtYpdL4YwFr/ohT2IoPItRjS9TTbvuSv22K2aP/c8zG7YSOF4eXdYgnCQGUFRuQpscSEObtoecaSAx7cSgY9hmg2JREPs7a4wYPnDuGvaq82gBjX1W2Hk3Z/vaIh4v5yukMBdc0QYy1rU2erli77MEgxdliDtki3/X7b+Yp9qIIDDeB5wcz/sSc37rcSnelI3oM5Ld9SzmKC36HsxiUAi+8d8usbtaUaF4xZeoqBhkM+hKsDSN0IuyE2RWROdLQnkaPv0J/yKI5WQwKfbnv59wqLlrMvc/4+/eWWXuVwKXQ1aYf7U+QM+vkt+D/ZFZMeSIlZy9YfgFm7WvGkXAg9WyjA7O4bhdeRW8Vk1RrsQOf1VXxfmR77kNtOtTNvl618ECVJwBx9JQNbpmiAl40+GbDmmc96ENWoprwzXQxMjw+DpIw5ICmGQVYCY+Jk7NlDjry6809dgErlmM1Vr3D7dM8/wHmWZ2GSsNDpfoqTEDoqOxZYzc7W3eR0lenDHTvNNUmoxhoWB2rE4Irpld5OR+wxfU2gZ8vtd9t2AOh4YNb6N+/j+jU5f7c6QixSZ/Tf+WrbqLkoYDVWPeomljO6trCnEVWxf5mAnSIjpxk8Upi7mO1OyFkjthmmUG3AtQRdRSXIOe4TuEw3cKFtTKe309f8gYx3biAP0987AkQCep1kzRpLftRC7anBHleehe+eK+Nc+V7sFGxmwIPLzTDUWcqFyBQG2abAuy64lrvs5PeR1+jfRQGLE/bp2xG5THJV4/3EvR5ZPrZTItdMOC7H/SrIJdvEII0ssqvJMGCS5TnZrfdbKYhkVRBgajEQuVz26+VQzx3pHrMLhq+2K/qeavfk7nDbKTVU1qZuF0xvsR1LftnmykY3b/1jvQXWW2C9BZ7ILcDjd90esxaIBTx5yWlkNVr6ilcBxjzoStQ8ABDxMpT+KEIEnyXqz79YlbMWQ7f6ghZ2EwZJdjZY07Qc3myT0J8WL8k+1O/ECCl8MI7EapnHwlQfR9brQJVCtfzvR7PtJqFCi+QtDSPIEPAQzkPHbln0AGczYG1wDbMmpiUWmBoArJUIsasMeLAQwVovYXYdnI8jXR/G1mS0d21HdnXWcIAWkDOXXVgfthZFecVCDXONilwCuUedvAeMN/eNWS/XK8V8SW3HXI1mYNbq5JHI8UvBzAF53DY71B5LhhOqBNW+GMrZZHRcYWCyo6HId2wx5bsojEgiLZuCGEB7QCUDCs551jo9jHzL+hBaeMvf0D4hbDMyeToE+UUtctaygLU4Cr2RPKsiDFABJrB3DbM2jjPegKZK0k4CaA6s4QDreCVYIksE4QZ9j8xadGZbOF/RVBi7C2ulli3nfF8eAJRVgnS/WjY/4p3LHeRRaeuz2X5K/26xT2/1fVnbquf8NpW3piK9ieScXYqfmhn2ztm2RdxujlUm8JEgB6tLgeeffxZlhDsXusGNDoCAs3LLaL9KIWs7h93vv5wB5AVbCYk5HXJsBNZSOMMSCpG1BQbKHnRUsvP2ydYWcu3m7btnP0Yo44I9g7abz53ZlstZSw6yvl/nTbs22s9umgh74twu2+S+Z+/y/asNWHtN8oglXLgcABtkIvn8m5ZPIa7i6281CAWWKSxR1sLZj0qJYlIuIu9wLpen9Ic/NwlpRJa21fXM01VTs35d2mtivp+cNe6Pi5kUOt+FIaxunppuPFFoA7WvjgdlS9rvaBDUUdTjgZ5p6hPqvgm5XbTtq8aeY6nsUbePRURZZInOMO3uj12/JeRCR+PYI1/MfRXqkzVCCJ8qI2xaGNfitpDe7P6KWxfT1ZP0AP94X2YVrDUB57Im90ODwY4sLM0UgC8Ryp4UQGeqjxgFedqgii7PYIXL8kS0P72gawftfgYt2DF26IJ9diqzl4ED99P6YRrDLYfgCowszNpAehkA70HMclo5k4C7tgf3Aovqb67nkeM6k1OtNPLr6MuBbOdcli0ZgJtAejooS85QD60Ls5akeIHsUPZinjn+QHLd+1Gl9YMeAplN9rnCgFwjlDzRUgrNlLCJs5B0JxBXALAvFD2QHm/O8wzxQBfYjKoozC4raP0Lj2s00I9cxPxZKh+6zYlZizlr2+mrlSCApJlFSgXMwb6rFEjsUBOBWTvqQr3V0r4fuHIgXJteu89tNwfAbgDWYsmIPgD5XljOnYNX2TMGn22niyfdcuO1jn3lwjdaeeAWjt/3r+Sia2U3f/1jvQXWW2C9BZ6oLfBNPQnvuOMO++AHP2j/9m//5tpPddaeyBaZte4akYrYHt0QBhmZtRTS3SlC6dKEf3WywQEDrIklkvO6Kt0fQd6aMLW4zTwjoTKNkPZSM0ggQ+OtYUAzLvZN/1VolqwUHMqYw/b1Nnzy+L/a8YV73GLDacCax6S2pXfETodQv02oPYI3ccx9Gzi2KYgO9BOOlm1utNqIdwKUs6YR+H4U9w7J6Q7OlhxPWRxp1kh7enHOZjRKzTI/8PEJnLejrm32AZDE5qiAbpFQwMPFIZvlAC4rDJFPMefBWhg5VsiRTI5YG3dIDlcrMGRdwFpk0paL3lnGQ/PLMxqeCXL6d4YQITwVN08fGuFWm24nn0bWIvSvmi5wFh6c9AaVwe0nZu3px1L2zOOBGQwAkNW1ERgZ+g+AcZ715TAPd/2IeRaVw7UCI6OANSkAikmR6bxUM07A3rUcx5YK11bzzzBr+sVlWwvWUIRsE3JVJtywTB6WrB8mJDJr6T4KfJPHlKbtN62UHQtVz6RtrPsFK295u1teH4dDPmAB8MypcP1n7crByyw9MOSW2aFTFrDUVVO/JpRr/PitCJnIsaSlaARdXjgxt7zaXmUX6jiCMaS2vCb/sIw8vyyB8mINR1ymcERZS+3hSSm7m2LQkgt/1tKHcJwZAKEo9jM6Jzg/38ekGih1QYIHuQaBLT/r3qxfstExKokweNOhDteFuY4NUAdPrKo7ddiMLyyftIbCJ2F9WqH9GS9w1k4pvNU7rPLlBzbucNMFQWQS44jgvQlY09TxUKBY4HZi5lK3nBECGe1CbkHOFmEJ1Bvp4zEnqY7QSpOQzGX6rWwQoYdOpw92lkLcgxyDbj9OeSzTb6/fststIx9aYzajsGMHh86A+ZpyCAERI41l2sAfv4RlZJUA7vdOb+PYURst7vdhi5rpFyVU0x/DKcDgQsEDDnQwtYTVluTwAxwAP0scU6fjwXIvYkzlIqAkoK8OrGxb1yn0jXftVQhkw172oO8D1xdHrUwoc2SOFbmZD4MVGfIHZ1HXGGgcAXN6sFZRcXoNbpAb600N4u9VhbxOUhtQbGtGADUyaxIwQSORswbAciQhtHQhD0glXDPf9aD0aPYCWL1wjVi3GMR8gLg2Sl7pHIWlfS9lU7Sn8HYsJ8KT3h2O1i4lxqk7OeV+D1VnXF06f3fD+HEfCPDruTPI+vorW81XjWIkDqwxKMW99PSxuhPlcQvyofIOs/RhhVdHZi3WxdufmbMczHNXIZJYNqiLlrr+2T/AObV5XkYbCfd+i+f7UweuttMlD9Yk3z+fr9rw8x+0AzDHsmboA3Hd9b+PfQucOHHC3va2t9ltt932VRtXHV3Nq9f9vfhnf/Znq/7e2Qv/5m/+pn3lK195yOTPfvaz9uu//uv26le/2n77t3/bvvjFLz5k/tk/Dh065PanVJv/V6zNi0ZtoGM7V5OP/D/+x//4mqt9M9v+mhtdn/G4bAHvgZzjqd1zzz32rGc9yy699FJ7+ctfbn/913/ttqDfv/Zrv7Z6Y5/jZr/zF4/M2honMZ5UJ4C1RAhPKdT8wyiJjDLF1txiCoOU01LBH1URWFkDx0v2cMxaTwjJW8kkkD7GscSJ1OhmM4zOuxUfgw8xaykcinzIdYng7ZE2vYxq25vvrdh799/oFhtGcj+GQe7sI6+nNeamb+7BUcb5iqxUQaGBhHzJ+hkhTjT2ke+k0DVccICrZKd7Sz1If595+ccQyA4qZzKJjWTuudOOUFC8p70bxxBVxYAUL5whPA3vponDtAxzdvPgNrfO0/q3WYHwLzlOyo2TNUOxW4E1hd5lGdVfCSPWNfLXIlib37DLLd8Nyp0CchLWkB0okl2G87P2RhM4QQ8CsOaZP519xYW7emcnSWyVvo3Neybgginlx0l50Z+fQr3knY9VfZjdLKBdFSCCeKW1AW0l+kO0IQrOruAok8XnJrVhJlwYpNsLG8Ik7BBtAPCRpx2iYMBaZk1hkG1yy1SoODJrgzi3K8h3i6HKj7UQgOnYVmplaeReBa2F9fvIofroxifZA4N+P/eWvKOdBzhrcGJD85gNbbrGMgO+X+xRwXG2p7ZyBljbOHHFKtskn1jMGlfBzW7gnM+Te6MC5T68GLIssD9aYDmGadYRPCFHVFYMtaOaqfMAa75tHiTU8KLWffa05Q/jtDI4gJDKpeXbXAij1omiFokEjnsAC8k1IaRaptuHdP6uEX11JmYtmSlZWowwjrJy8TZTw+2OlSnKTqDMJ8e/x1+vIDgKQ6hngT95OdppGBJZN7ApKc49Ctx0YAgXyduMpjIHAwui1LAL/R995lTcnPZZzGm7kVkT7AC8ATqkKCi7AqXBkYo//myJ55Q6Y+jAzxlmOkByRcwPTV+q99qBYd+eWrcu5MMxDtfPgLVs2z/D6tSak+2a20L35V/pk7aRGmDe/Lmmwz03CfBKBSY/2QYYY3fg03frr7J+h8/RKE1sZQIDWwxU1QBrYYyD0E7lgwoY+75xRX2Pvf+2CesLwj33kIOnPhcxkhYrBTXTZdpOAwTF7hEGHDyTJuGXHPe+hI9kesZGFqmLFP+pxCR9n+vI878b6s0lYLwVgpgg3E8DcBGsLYbw0SLPGlkG9q6hC4y5+zaUTdCxTzC9Stx2ZAC11AAHI5EOZ2GAS6A4Rxhv/97nuIGY7Pwx9/6QEI7s2r2/4MDaavv4pj5z/lGshD6gnLURQNmFA1Js9e2nbWggcI7rpwL2qom31u7hGqYKm1zYp8aTMmF7443jbrHhBAM86nvBRgCgsiZgbXNuqy3lF7m/mgw2wNi3tlvpjo/aQljG2h7UhlXX/3wLWuD48eP21re+1V75yleS7x5Gi8J+BNY0L4K1P/3TP7WPfexjD3sUZ4M1rffc5z7XPvrRj1o6nbb3ve999oxnPMN+7/d+72HX10QBIq03P+/vj6+54LdxhgCVjungwYPnvNfbb7/9Ec9X2/6t3/qtbwgInvPBrK/wHd0CD33qPopTWSK06QUveIHpJv7FX/xFe9rTnubWUqd7/vOfb7ph3/CGNzyKLT3+FkkIaMgeCayh6ibrweGNlg4qgrH48GEGkhWyJytPe6f2YcEaapwyCSnkaX85tnIiQtktN++x+BCTlsVpyKl4EvZowiAPl6t2a/6l9qnmtW6dV36S0eQZ/7A7T4XCA1hTztpC+xjH7Z1lOe+xNtFQ8zTkyqj9H5i1D+wddQ5RIn3KMtkBuyeE4JxXyOMI+XVj3SoxazdTHPaBwYtxLnCqMTlnsp2T3mlowKadJEHl5qGtbvpVvcijw2w2CNFUAeb3PquM4IIfTRSjB1/klquXvfMwkyviv3pANokyXgamLjIVKaBhBGsKz6r3AqJFCQTTdSocnuea+fY0wJSYNTm5si5KdwI4m5DhVoirbtJiewa2zDtPztdi0fGK70NSBG2L+YHhqr/v/7cKIKR3DVgboIjyEgMCqQAgBdQkOe4NAIFbmTmLHVIo5KqTGJxCLd9YWbLBv67byOw+J92vaT0oxaWpEfcnz/4T2/zyBQfWtvOckLUSPTijEjPIouq3wX77mQ37/55Usnv7x938QgiD3FM9ZD0bn65YWzd924LOGrAWjjNNIeNtT3rVar6XBEbo8kjqu9awqZ4Ru39gH/cCYC0c7/IasFbOenCfokB5O1zXpwdhhWbmR2xW4BCrF47byyd/A6BGeQT6mZi1xMJ+G2se8fNDTSojBLcbwVpQS3QLhI/GpRtXf4pZ82BNgiKeWdut8DTanYBMt1wu5GdFtqKVoWh22IJy95ZgAXsIe20FRkfMWjcIzohBmifUNJqYtQx5SV0GQcBhq1Zvcz9lqPlWmmbbMC4hZi9Jf0ORB4fa97+nLDVsM2UXZLXEXdYtE4Ia7s/t1H1MUUS6pt7PJRJrdt+oH3TQ8q6oPH3WMaaagGWCUEqy5M+oj/ynyf5ZmMuK7d7u7yE9uWQRrM2y7YLy7bAR2+z+lggh77Z3EVKddr8rlDTIwmCppzR7AcirzBrtxMTIrP2K/Ucb/IHX8Fzuo7Zd2g6QE6pi3qv3JJegV8lqWDvEr5eSx0jhGnXTBNYGuWljuLHQaxxc6hLGeqJzmH6OEiV77HKvyQhsdn/T3ZMAkTNgbSmEmhYolC7LtTIct39vtOlP/a0IfJO2kfOpSmk0dAS1dz/iURtCn4nXS8+KBPl4F176NtRzF2A7YcAIr0AX0u8jM8QzkjbinpEthv4ambU2YiBONXJTv80B1kbJn9xamiNX1/dNraM87DmAewlmzau3aqq3KUDcbHGCBhe7Sf+mryZTS3b51B63QHXgVhQn/XtPEwpBOUjMWpp6k8OZUZsuzlIYm213d1hidv9qW19WOrOe39v657eqBeTT/eqv/upjsvm5uTkHQv78z//cbrrpJnvXu95ld911l/3Gb/yG/cqv/IrNzMRBmsdkd9+xG8kSWdEkpPs5z3nOd+w5rB/4t6cFeMyfm73zne+0xcVFR2f/z//5P23zZv8iTfFgf//732//+T//Z3v3u9+NuEN86Zzb9r+jl46iDg8D1ih0hRMOJxIK4BYDs6bzzQSHNMkLTWDrOEqBXUIkFVpTftCHEEXBkrXtUyp6T2wlOC8dnH29jrvl8HZfu/A38V3gLIsznw0v+UcTBjkNgyGbs42Wq2+wp9zYtML8QTft/EFG1gFraUKe+tjuDCIO0fmR+Mc0xXClIDjAy1xWJ9QqGx2+zEmOZdDuCcntzx5QXarg7LgQOTlGLfJUFE6XtPGa3yf6fTgvKQCPbxvl1txPototg1ttOJW1ncj3D+DcNvmvsLvZDaimBel4saJiL2TtFZgGrJxGeS6AxMPdBdQABwmR9I5anpi6rJAEpmK/CyWxIO6n+5CjOPygthNuPxy8isAa117mGAHyVaS89unzVOcJp66zTLihb1MVzE23mzZc04g0uTIwAB36XJeBgMnPf46tUPqBUepoGg1fAKDEMEiBtQiC1CoChBkpr6yxDYC1yDx0JJZAG8iGb4e1uzlv/+HWl8NceUcq0+olvGrJ7hxdtgxqfWLWti97UCtxEIG1pSwgjByvT+xu239/Go5f3jvcnlkzuyoAGuXFyAZU6InO3EHmPbPpB6xn1412Qc+wvXrQU0UKgxSzthJYBtXHSiLIITGDyKyJSFFBdFkl5MilaOsI1oYEUjCFQUYxy0tb7wDUwr4C1JJy7uu08cL9tg2HXNZAQMRZlxEVBF0SUGFnEQ1udv3yTX45PleZNXIzxaxlOO6NoT9XQz5SqceDSYXSyeowlbHLDNB+J4j5vbRU5BnizyfJs6SzCqIZHpCATzCBNeWJdc9i/MpNQoFpj4Uewgnpe1IzlImlSwA6GuE5NFResrf1vdrNW25cBwABeEg2EtsPLhvIN+jX6tvqwSk7NOCPXfMlSqF9SBwlhkFmqcelvj02wPHzDQV3Ozhygk5NjuWgf77RBZ1JuEZWETvox1lsrL3JsVNDikqgJtxQyj/3ahQBz5BHKuv2wqwFbNGGWWtwUdohp3Dg9inrbJhg4AfGur9gh5GcF8aP/VvYpz/UBgwkFxlgJxmiUX4ZMJX5IwLH8X7lWxxcatEfpu0E/cwDI6txchii/e5vmkL1a8Mgl9PXA627qDdy/phqlSVCiGC+jTBQy99TegaMM8BTcWDNN47KAAzUelyYqtZdDOIuVYVpIu+fJtR8bmPRibvomUjFOC3GwF+vbiWeFfo0OxVKRqien6sZx40yM/wSO/ZsckE5zxHu36n2Z1ZFeXS2LGjzxUVYTAYYYBPX2jSs8EnuF7h/1ydUkqOYPmyXnL7SlnonrVaYBOxGUM74gZRpsVYo6TKem6BMwxHyBQGnzR12GvGeOPCVT51au6v179/CFhCIUkmmrxeq+GgOQaGVGsDfu3fvQxZ/4xvfaP/tv/03pyj+kBnn8EMM18///M87cuClL32pCzNskLMvE/D5yZ/8SceC/dIv/ZI973nPs5/92Z+1U6fO9COxhL//+7/vosI0/z/9p/9ka1N4/uiP/sg+/vGPO1/2R37kR2z//v0POboKUT3yc//iL/7CTVfIptru2muvtR/8wR+0v/qrv+I5HR5oYc2bb77ZhYK+8IUvtD/8wz9cnd8iH13He99997klv9a+5VO/4hWvsBe96EX29re/nXvHP2cecmDrPx7XLfDQp+6jOFUpQV5zzTW2devWh136h37oh9wNf/jwYVeP7WEXerxODGAtEUM41pynnHWFxSQDs9ZbPUPzi7eJliYJv0nMf5ZE83ouFyczIv7Qm18zegNzsOxG+xXa5reTCCqIqyt/k18k3V8kXFGATfZoimLP4BRHK1UVkiWHDwCB87MhD5BqMWqdPWFTFOW9b+WkXcUoubaunIgDvRnrJSG9l6R22VxnAql131XbmdOM7F9o+6snbCvtswdmbS7I9h/HH9jN8pJtbzf3kex/0PY0ppiyD0aG8NBkD46pB4Cqu7VMLacErNTzejdqNyhWJgEWAfglhwk58s5NE2AGBHHLJILUphwfgTWd5QJu3XkCa+E69gHWYl6JwvMmyeHaMIVnG0ws3/jJKktLJAJrtAOz5vcNdAJwemb1/rFeOw7L8uN3dawPdm0pvZH9pgBqlB1g1WVkyosNpNWVv0go3x9dtNntRTWQoqlNZwn5lFaeTOABaTv3XWBNx5M5q38pby0CTAmS9OU3UnT5sI3d50PS9k7uYb9H/TZgLwcBApO5EZutzrL9ou0kH2+BUUPcdg+A8YITHTmPBH1SjmHR1YOTPL/yBzt2zTCoFDuNEMhefQlApM2yqdKHKX79HzXVdqW9B6/cRRGTlcBOapBD1oBB81qZOML49G1Aa4qFG+TC0OEsDVivhcLbAWsDxP+EkNvXaHUA2gPub4b8rBQFqptLB/EAlrm+vt9k6W/ODxcQQA0yEURo3EprPtpct9ZEn6UmyUmlrZPZXhcGGa8KejdWwNFvBZGMXYM1+9wh9V2/xEphxYqIrMg20Neuq3epF1Z0wFrTtFQXQO++EzZbI08xmkoLpNhugjpla22u+SA/dxF2phe9z2/V/DSAN0kYbicwL0Ztq/aSZzjLiVtY4hWca8NuWmjbT93ZwSWHxeLQBNZkx/q8o6TvLmeN51AKsBaZn5wL30UsI10DuBQBa107NnTazm+MaTTHWY+2MZO3W5e7pp6wkhyw7b30WCihvtoAAi9pGwxKujmnfjnP4MiwY9a0gVQ/x+RqQHCo3LcdQEe1s4dw3v02cu8dtjA77lQmK33UBOQ2U5+POWsOrNHf3XYArrIiEIyn0KrwyCh3mwZx1O5+YMn3twrRBg1CVjWwJktWuLD6y2CbrNiaYv4ZNcjlzL32t+fBXn2hbJPMFwvVA6Mvy7Vo2ZDzJrCWP3nA0ht3r96HK+Q2ZzsAzrIKn9PXJebC/aQQ8SwTWuWk3Y0i5E7brs2tgjVoUGdlwuXfe/GyXfhgwp42LZDOXnQNNX8Dza8BEkxg7cbFf7c9mWvdb5/7RptJqZNcTTc4GC65wllnuZ8+yZyncH83ebYQRWmXlI/xLL/SDu/4stvGODKnR9w3gTX/RWGQsvHsRjvdexQUeRXXaJvdl7+Ix5M/lsPlA0Dyx5d9Zb5l7zx05p55LM/uYnL93rjrjN9wLtt+7Wtfa1/60pfsNa95jctfK/BueThT+aaHy29bC1Auuugiu/zyyx3A+Omf/mkHmq688krr6+tzuWsPt91HM01hkioZJZD2oz/6o6acMEVz6ZgEwAQQBZY+97nPuagvgZt3vOMdpty5O++80+1CAE0RYj/1Uz/lwj61/Ec+8hG7//77LcngqoCaiIjt27e70lSlELKvlauUfhHgEmBTyo/sVa96lYlJ1PbEGL7pTW9yx/PLv/zLbr7IDYWYav7U1JS9+c1vdvsVmOzw7NX+5Teff/75D7vvn/u5n7P3vve9bv1eaj7qPHU+//RP/+S2v/7xxGiBcwZrPT09X5VEurap1Illw8PDayc/Mb5HZs3lhDz0lPXqUahJosqbEQe1tJZZA1xES4vdYfSyQCzjwmDJNr90wZYP5HBWzywTl41grUwOBu4NXoRfJum00ONS39xfERctHAGxajzHGL0lD0me2texmcBgabHeqtzv28BpOIkc6umqWoNQpNSkveaOccutvMRek7iB9knLb8JnS9hocsqGq9sYeUbFsYH4h4a3sVlyq04SV1TjwPbx1p+QQEPI8zhM3s5uQSfAW6c9gdP2fNvSOeDWk+BFhfypfEjgrwDWjGLDsqeUJtzfEXLOomJdhfCkLcuerSjzAuzM+BeXAJpsFuZpEfYjBW3UZTsTOPeBFLE+roNTRGM5p1rJspcFoKR15cQOLbZglwo2TFN2GOmrFpTbFphR2iHb9QzDlxFDyNEnXo1rJ3ZN6o8ZQMRIbVabosZTxgbn4A1hRox6XX+/E9cGj3KN5oMLkT1NnpFEHWRtikBH9kkunQNripNaYwqDXArLdzmf/vwmW1g5ahMP+rZS3tw1h30Y7tH0TsK3bndrHy+fss+fWrG3tYfsUH+/KUJO6phebIEQqc4hHPYsbef3p1H4ZGLZRrZe49Y/DZPgLIC1jssvY+2RS/10j08AeLjMJMjUItPEechy5AjG8NRBlDjbGjRgVtsp1vVbjpixcp+/hg5x0FjtxH0MBrAcFhVAs2LWxJ4Fyw14l7EgdU/54bCZXcBaMlJyccE1fxd/6mm2+MV3gKhx3slZy5CDFcUdqrW0XTK2FYbUs0R9AfRFZm2hNG9AGWdjdFW11ma2cTicp1irhPJdMTn2TeXQBVNx6HSrhMKn7tMz13Wyvp+fz3b12aTMJ4EZWYZ7o0G4bikXAF+jbs05v14lf9TmQpj1L9/LgBB9c4XnlULvIlibgymRiqoDaGJv6Mcp8k67IbwvI2aNqIE5avRV08M2BJhKc91P9nJ/nfbPkluzK/YMQBhn4o6pAqgbSXNv9wLuKwzIgLz3BAVZLibLzOPoDHA/+PdNbjBvjZNuVe4nzo2+Qclmm8xcapubX7Hev7/NzVwsebZJ7HYcjNBDZ+gsZq1FpEgKOfxKeEOOuyeTNsGJs25UKi1nxcR3aQt/byVCeHYqALCB9jJ5jmcERpboL1sK26w5eJ9B3tlrYcnzgYUTs5bVKASma1pebNtE7xlQWWbdIS55kvOTajCn6EzHqC69NFe367NfsRfadje9FfKdpQ+kRRUmOrjzZqsducLNV3htVn1ANCPP1WnFa2KjCID868JnbVPOI2kdiywRIhhWGBhq87rR1BbCPQnO/QTiS2kEWZoMTPRwL10x7a9Leexut24WFdnYhD3UpZQpDFImZm0yKEKmmmN2d+5y2wfwlPU5YO6+Pm4+phl4uW4mPIP+HzqrBM+Uv/zLv3SD7G95y1vsf/2v//WwRyfgoP+PZNrWddddZ//lv/wXxyQp50tA43u/93sd2Ni2bdsjrf4154nlEnul4xSwEvMloHbjjTc+ZB2xUAq5lInd+57v+R7HrinscGxszCSUcsEFF6zOV2qPtjM+Hp7zANV///d/J1effPDA2imf78UvfrFj7z7xiU+489EGbrjhBvvd3/1dB3L1W6BLoDGaWDBFnT3pSU9yk8TiqW0E1h7OBJLjvg8cOODA5t/93d85wKflX/ayl9mePXscYLv66qsfbhPr0x6HLRBeRY/+zJ7ylKe4kYB//Md/tJe85CUPWVGjFVLN2bhxo23YwFDdE80im7QmVyY2gfIjlIuUqhGnf0pSyrzguwPkOgEu1tzYad6gAmpuPvkhg1dW3f+4nbV/+5SnhC0HiXI51XojJon9d06FZn6TFoGZctZk+ivZ+a9nc2GEWPlbvdTckSUESvF1TwQPKAEIOcFo7hjslmN4OHY5ADOlGTtaoC7UPPoIiwft8JDAmh+JPFzqtT+75285kKttXxGwxtBwJgCo5VBXS7/78lMU9x0nrGi327fELsQ4RFOeXwJxB9mTS76vlmAXlgOzpnMcrQislW0ORy7mrK0Kd0ixEmbD5eh0J5D6lsKeHFwU17I4jr65cGCa1OjSdTnTZloqDyA/iJjFMAxEAvBez50m5M/LZcg5KhB2puU+n5+wZxHiVIZxHWid5P8Ju2xmDieV2lyAnllYu0F8qhTsn/aQh5VVqaReCsx2Q7uIaTxNgr+ES2SdJMqhwekXIyWwFkNc3QJ8PGtD3e4EQMoEIsWs7Zi6kJDWnC3sPmTZIxvteQ8QJqZ+DTBrsk3Z55aO2ckDOt8hW+yj1ld5A0CggS9YcgP4L5z7R/vgyJuQZS+jhLpieyqT1IjqYzDifLf+FEC7gnPbE469S9vt+tF7LOnCRFkk+DjKjWnDgtQCExIdyT5GQROAP9nm/j5rz+tYaJ+i7z/FpiTI/bSQsgWjAesV2NkWdZ5kYtbWgrXk0GY3vVPkusNKdKUEKWYt6fflZp710SYHaHkE/oRFosBIk3Bo2Qps02B7K6DCt3Hv/pNMvWSVWZtCIW9nADsFimqftwAzTOhvMpSrcBsJeUDKzeoALFV3T+GRAlFOLt/jEreoPo7UDtFHlmn7LH3LM2sSKRFfVMHx6c8qdJhwOUIIG7PqfTBgxWNcY/W/PpsmdHOEw52mrXR7h0hOJ3xz11iD+5UcP21Agw70NTRP9QvhG91nhOi2j9nu9A7tgIGQDOG9HVsmz7IXDktCG7JLYNtlK/TnE0t1u4jQ0caxDMxaDqC/BKhu2amZB3iOwBwaYK17yi2fH1AYpI4ZEMP2Fdopm8pcbGOtu12Rcvc70DqqCaa2csb90u8ERgCR9GdZu7Cd25sSG3ogYaMn7uFzL/cCIBmAE8Mgl0J/acGgyxKMvMuSQTRqjOdTHZAUBUZaCIz0pvttcdg7hX2tQVpGAzOEL5L/lyVU0xltPt3eYTeeGrMXBTVWPbME1mS6x3OOHacIAIyZbq7bT9xlB/p8e2gZCYzoDKvLlETgr8KZhzu3w35eqdnuXAmWdd8VMRll+7vJExSGn7J0Qccl8++ZXn91rcxxNDinAm08w2XbWdhg91dO0uYqLr5CyGPXLjo96tasjgGSuWfT5BZ661qJASZZK4S8jpIjfKzkr/soJ/b5oefY+bP+Ru+lbMrjzb6b0ZcvXfOtOa9MZMe/wUbbtGmTA1c//uM/7tirh9vM61//+ocVzTh7gF4smtJmBIyUt/bpT3/agawrrrjCrr/+etu3b9/Dbf4Rp0kX4ZprrrHPfOYzdu+995rE7j71qU99lb8pPzVajAJTas7ExIR94AMfcMzg3/zN37gQRx2LTKxZNB2jgNpakxbD0aNH7Z//+Z9XgZrmS+lS897znvc4PQcBugsv9OH6mp/P5+2yyy7TV2cCbQJfX8vW7lvqmnrHqv0kVhJNbJ/mrYO12CKP/7/+KXwO5ymqXHS2aOinP/3p7mZRYqpGOATQNCKgmNonpAU2KREUv9a2gUZxHbPG38wDeHtYo7PR/c0QBhdN4WhRCbIJWFtrn5r9iL3itufabMOv3x8YvKgE58EaL0YH1tau+Y1/jzXWtk7h7L4Z9whH7dGEQc6FBJLexPWIXfgXr2PW8NtOVPxDsGv+ha6cJjk/cQR3tu+wvfOKGZz8pr3s2KftwhlCa/AM5VYc7huyzwRAdfEDB2zT//5LHBy/fR8OyvkDTkrZe91Jr9T86Jl+SK5f9auUu6awwWHYJuvOWn94KPcAsqLD1ySMUOGFCgGaSyE9HWo9xZwS5UcV2G/VrTtgVZgW/D9nQzCdqrMm8CYVtdMSVggslRbodDxj06ZIdIcQJo1wV/PHODYdjxxuADsCAdOE3JUl/JBBpRKp8bn0VhytXgfklJNykrIDK6G+Wcqxq4TWhXDREgSFF1jAaQbEr9RruPS+ncSsKTRPJpCs48ycxaxJDe6HtnsHK4ZB7jt+lVtnYdsd9pk9+wGzVGiCARRAPEShZdnflqftginPFp0e+aKb1k0u4WSq1lTD9lW/xD5hZ3Mz1IM7YJtbd9gVc0es9enfcctO01eWxLq5gQeu2WjfGaCmJQKrK1ZBrG89tGsyOJJjfSPautvWjoFhWEx/b+VDqF4JsEY6lDffHOQCTsA6Ko8P0Y3CiM3TH5WzliJnbdV27bTlVz7Jlr/rfDepK3ZHpRKk2vgI1qFWoCyGQa4ya4iyNKfH7HTuAq5x3vq/cL/1I3cfBUZmcrO0w5Rbt7B4yK7710/b7o/fS9v5/T2UWUs7sHPXYB+gSvlJYk5poHiebKVNfzleO0KNMgq7c607gDNZBBFlzr0/P+ymKTy4uQg719uyBfpJSkAQJdYntw/ar+wG5PEwa5CrF5k11eD6mRdM29svu8Kt78AajnsiQX/GBEAkePH5DTdYYptnWnbClula3zjv2ycdruNsEGlS7cI7FlAwRUFT51KGZZMNw0KfCuF6SZivbMxZQ4GzHcCawiAzgXYCR9ihwhnH7RiOk2yMP7HOGI8DNYSbHusOVnp209e4L902Ubdc9M/crms3HZPvVwuAE1nbxRNynSv+d3/Jn9cEQZ2qo5YOZTOK9E9ZanST+9teXqIfwTphOfpUJoA1CXoU6KvFHNc7AMg5cuiiQcxaEANmcEOQzOz+U4ftYL8/Tv2OzNrphfC8ZXCpt/bF1dw1navyYp3RnWMY5GTzFjdpNEtNRT26OJY6gz0bCV+V6ZnUDKJYx8g7vLK0xwrcC7pOEjHRuN7Fk9sYSDptlcIh1gaMB7CW594uFv17T6Vd2qgeF1HznCqectuWfP9Caohnte+fj0ewlqWNBskx/lb8L4W+4BrzG/x4zWte4/LB5OvFSKm1mxI7JZbs7P9rl1GY3j/8wz+4SQI9T33qU11el0RGtN4jgZW12zn7u8Ied+zYYQKTCtlUSOTDAZZiEF/T+mLgZAI9YscE+KRmLrZLkWLyXc+2s4Gn5ouhU36Z8u6Wl88M0snfFYDTfOWcKQR0LWumY4nHoO2s/a7fZ9vafSsfTkqaOQartF78r2NYCwjP3sb678dfC5wzWFPHkRTrj/3Yj7mb5e6773YIX7T4ABnhGl0QBf2EtBBKlSh8dbMKrClnTZa5f8b9bXZHGRHnRRaEI9w8XsKxxtrZYO3Ghc/Zwer9tn/FOzwxz3sFVscZI9qy1GMI1iIwG5nDsz2VsDES6CPb5nb2NT7mCCPsEuKTTH/R1YDTYs7BwYE8vuKdh0TCOx8Ca7g7zinQt5WeI/bZwRX70DM/jZPTttcf+AQvdD+aLwn6bvJq58Bc/jHk1Y8egZnxXnclOKcKg1xI3EF43YpNVce0SWcCLfeNLdpimvwV9vnCQTy57iG7feWQm5+hb0ewNjJL3SRYsTqefaVRAQrgzWD9Te+MJcgbU76VwimlCnh8DdtYgunMw5go7KiBGuJp2C+dfbRukCIfw7eVEpyrr9aL1LcL/fOFrsV2HGf0bPfOX7dE7qSDIi3EOpSzdtMoEvj9O+xulCwXyWeTrYI12l2mEggCa12xaZy3+lgyUEktcociWNM8hXGdnbPmNhL8OA0C5AEBFx1/OuCHAtHDt9o/XrTf7wdp7eEWYWowITK5sN817a/rrTCiMoWensyO2+7qvYA75L8JW01TKDcKZFy0hLT3be+31o3vZES/icqk1vLXtLtps36cMT+Z46A34ZA3g0iIBEZkgyUAlnLysHQhZ2mYuTrMXrHXO+k9OMCpkHsZdmH91U3Ome7ghO7v67c/HDW7JTEHqDsD1rJD51n12butM+FHxNtV3XNiZ31/cDt8mI8OAEyWzBQtTRhkFN1YbPfbwmlJyKftw9vHHLt67eSXcNbVV7hHkrM2T56orDA763pPe54+1PXUipZKrn5PEfaYtld874X2qZGXAZIC/eJP2W3jVP04OV5NKxGuKBMwlaUD+7WMczyQ90CijPx+CzCVKSzYZGKbCwdUWYbXTr7FrhxwMJDC9mfA2kg1TxvTl3HKRFYlAQVdlAEtgLUc12mCuMklGJmvZP29tiOotM5V/TlGcDUXyimIXb21MmRJ6jDKVCpCNlyfsun0eVbi+icZwIlhkB3AWiCOrUHpEom4yArjTTuRu9gaRX/dHsj4h8QmLp+eybImYdnzYXkNnGhYbTq9TWSgEzYRg16K9zft5PMj/XHNERnh1uA5IItgbWTUA9VS83I73D/HHH9NenvpXFiKEFhZW4W6Oz6kudiikDmDQDKpS26iIPvbcj9gRwc88Eu6UF432zFrLXLWdAplv2srzzVtFMGkRo9vq1ZA6/NOWZWuA/tdKP97HO/gunJvrgFr06LrsIP1z7q/58Hic0bu/3zhmD2VQvGyMhL/DQSBZEdzG+0NG77f3rf7Le53g+si62302AOb7rV2i3qU1GRMh1BPiQ+Venfb1h0/YivlB+2+u37XesjfPl065dYTWNMliKqcRRjHdfv2t4AYMYUFvvWtb/2Gdi7WS8DmbKE5MUIa1P9GBTJ0PAozlMiIAJ9YPuV9rQ07fKQDVp6XGD75rcpNk/qlIsFk2s4jmYRRJMAikxK6TGBWpauuuuoqp3h58uRJ12Za7uwyCG6Fc/zYvXu3C7tUntzv/M7vuP/K0dP088477xy3tr74d3ILfDWqeBRnMzo66jrmLE7El7/8ZQfepGajWFwlWz5hDdU9WeJhctYUBtkJxZ4z9/vRzxZhkErXT1OwNRqDVqvMWgtnc60ttPTSJye/6V/ukQ0RoJApnE2WjuGY7tc39xGBWRywyzFKLBW+tWJEy7yQz7YZpMM78+Q5Lf+QDXUm3Wzn5OCERWYNbwvQdC8vfkEZnLYwlpMYIAAAQABJREFUut4pIFJBuNFHth62D5CDNQA7savxeRx0wrWUIwRbletOW+rlP2grb3ij5ZF/lq3glGs9qUEuSqGx5yD5bsEjc0twfQZ2wBLAPrDKpaUdbuptKwfdX4mBNMKI8Y55qT0q1JAcKFgCAW2xIgOACZnyv1aZNVQB9xNBEZm1PhzzHCp/UpasJEt22smCeydG66YBse7vTmXo0AYAjYlNu3ByWUYgMIignCDk82RnPz1EKmtn1q9Q1PhI3xZYtbwthJphXUbJZQVy+xQSmIVdlFCJ/gtCDePApnA6ZZ0UIZZB+c8BaFZ9JLAmldHe8qBNzG+zwxvutSpO3B0TS3bP6Arga8V2UOMpgggNxV92FNDLcR3o3eL2F9mbC5uH3O+eNsXH6QcKy5LtzI1T6GrMWp//Izs9c8Tns4WcNdu82y2z+uF9e3edK7A1FJRwsyLTkcQZTAWhnS6Kk2988Yq9+hXT1lP0AFLMWvD7UST1bTpU28L1BGBAVRwJIcyHCT2UGqQsiSx+uuCd7KjK2o4jA18PrNF3EzirCfqoummX85bNIEc/vOK97A/tSdriUNaunLvHBhveIV7I77ZZyhXIMqEeX6amDdBWmEIe02IDnbtO+DC5TrWeOYCa+m0Aa2seH0eqvo8PwVjJOrBnsnTqlPu7wD01lPPnWCe8UHdkOn3CHsj9BwdqOol5O9m8w3rbZbsAddM6uYWRWRuuKtzOt6XcnTxsK0FybMIDFgGx/owHgncNe/C6pRWAfMjR6gvrq9/KOplp4E3WjoQ+kqWvy7bVjlJOoGTbcoSu0tezIUSwgxpkbNsVmKQI1jIIh0gY5Oiup1uLsNTr+gcpqo2eBmHWUWDk0LuGbYa8YJnYtiSg5jDHp7ENh18E1kKkgAY2ODqO1h/nvQ2xnZy7HtxYEgabi2QbtvoBtPTydjs4eIT2UugxwcFBzChZ8oM/HQqZJxMejPVTpkQDTbIWz50CgOfj3AdlnmOya3eeYc1Uu+2uvQX79HZAcOizgww6XDv8IqsN+37bhA2VLYf8r4RCoanvlkBhVaaQz1x4bigMUjXWZA/UPmO7e/bawPKD7v5SCYC5wgkIQP+eUjhmI1yXaQY0Pnl0nrBlf3/FmnHazuSOEwjoaGCmCLPGAxKLSpD7LvpV7sntdvjg31jt5KdXc9bGGWgUbo5lEpCjceutf3x7WyCGQ64NvTuXI/j+7/9+x1qptJNYp8OHD9stt9ziVBwlTqK8s0cyhf1JJGTtf4l4COjpr0IWxZRp2x/84AdX68A90jY1T+sL2J0+fdotKp9VSo6yRwOuBDalAilREOWtKb9MtefEpIkF03EJ5Kr9FP74zdqzn/1sx9hJzEQAU8cowCrgqDDTdXvitMA3BNbUPLpRpHyjm1AyrRpB0bQnsiUCs2Y4AmebRnEVBilLLUoVTSF21MdS+AiKdrm6H0HMkH9QbPkXW/NssBZA2lzTv7Ql9iGTVLcsDA5/a8CacwqVJ+H3GQtj31x+wK6+85fsX2a/5I4hfsw39SABgjV32oaOfzBqXpeE9INl7zD25ufwRL+Mg4SIAE2G++RW7yn68/9Sfpf9+QW77J6+HcCVGXKcpoA2HnC07YA1L7nMOls18u9WAxw1AGJy1OSgdeyHJvKOkfNztX0YorZ3GpOgz0sKOxE6SNttgVmbIYeiQYigTDk1Cl2qwBilXV4RwXsIghRCUewszJUipJxQCcVyZwiZjA5rT6aX0K8s28LxYiT+dA/nG4Cotu2Oj/ZcGSK8EWCpvKGB0UFGn+W8KwfPg9/jRcLPaBvJojQl3BAshtLpSixkGJnHuiHUtIAHnSe0U6GUypHUfw7MNqKUJ8ZD1iJ0Lxbw9k7nV4dBugVDhxKzNnHAM5R3brqBnMVZqwJC33vplDZtQ0sdu0Rt2F22q6dPWR558cWB4xRO9mAtspWXdbneWAmw1nbMjndMNzBYkX3ZO0Gagza9PGvLYr4CWOtu3OHWWf3wp8D6jPA3OY9QUmFVhh6hhGRcF7A23JO0LQNJHEMPDpSzlsn5/hf8bduyeDnXkg1znY4GYYhjnQUYOO+AZgfOAMZVsLbi72UL+XGrx3fWF4VBKl8tWiKsluPUNwSwNjewbL92peqFde3ClZvdopXCkM0Ul9z3/qo/jv7WA/QQf701wJGnn9dCFW0Bjx7YHw0EELTmd7fGV4hgbVMuTCQMWJbpHHd/5+mfQ3l/jdsMIrl57QPkfH2fuys7hLLeJ4GUU3faU2DXmoQoR7AmZi0R+rf6ZKkjMCCWzR8HehUAKX/fzSD/Lhte8WDmPAYeZJIWkfUSFicrph50fz8TpPB7gvDMlXUPZoeRrc9yrmLWxFZ2KYoNSemscYycPD1QsDQxeQlu1MnWbjv9q9faLYgQbef53M+0Ib8r92SrLPn9q/ZYAbasAWuXgCZ0rD/9KYYXI0dDnz8D1jo8r39x+68B9ANYgxmUbH+BfttLe7WWNrCdWQZ26gwmJWxzYas7rlg3s82zI9bX7IFxj/m3LU5Gz8MD6edy94f7Zsi3lTbQoD0OA1DvGc/DWOrdwvlUt9j3DP8Ha4z6MGtK1Lt91anBJusExjmHeJNM55rjOeGMnL3DrtyO7r3T9obR16HIeNTmW8+1KbsGsHbMEov++byiMiFhZGqa6/dPxxt2x4w//y4DQdGWd5dh1qqo91IQPvRbMWuyFDmol135dr5RcqB8koGnJfJ/q9Ra0yCTRH/8vnJhgNOttP7xbW0B5WJ93/d93ze0T4EiAS7liEm1cceOHfbkJz/Z5ZqJ2VJe1iOZwJxCFdf+v+GGG5xkfj/CVRICGRkZsT/+4z920v1KxZFmwteza665xkWFffd3f7c7tmc+85lO1VFRYVI6fzSmMEqFTv7ET/yEC4eU2qT2L4A2RDSJcug+9KEPPZpNfd1lMih9C5CKwbv44ovdOav9FMGm81+3J04LhNfbuZ2wAJrERc6Wb9Uog4ofSqb0CWmExckSOIhnmzAOfMfq5Bnk60UStWFlZH2NcVQQySlh1DLmrLV7/GhvXGm+6V/akVmLYK0tmgiLzNraHLi47jf6N9ZU8wE3DCCHUEsxbjryQzUPxG5aPmAvGr7K7UagvYz4gqzb2mCbXE6G/31bpWX3yTECADxj6Lh9YnnRhez5hX27jfaLQYBFI6dtMbPJHiwlbd/SId7rMAnNjeCfScQl9qMKecw25XF+Qi6FlBwViiWH5yl9u+3VE/vso83Puk3rwym4BV8iheM0/55++4MT77A3veiNhNO1bQrFsmZwNnJQh8qDqhJqlEbZTtbOU9i7WiGoD3AdGAAvMKLrirBL8HvSiDFkYeMWA0s33aP1gwPNtyyj5+WeKTu2Mml72IvCIPPlw+ATOglOr1wrvtkJQrfkBOcE1iJbJFcmOKLCUisZ73FWG6iwsU4eZ3EbUsFaxIVAuq0htrGs7LsAdDnHBIDSmw76kcMglbM2cp934O/e/EW7tLZEeGiP/eMFp+03P7WD0KoVe/7iYbu7eC8IyoeUTI2fokM+w+1iFpCbJdTrQgYX7mFKkdBJWULgkRMdmVuylZGnWvYV/9smD06Sq0VbsU9Zt/TQe0AErEzMUoUyCkk0x+U+R6YjhTOYEGvIaXVDaKaWHyTEr548ykBI1nKhzlTc1s65J3P1DiAqkYJRmdbidqwzs8qsZQf2uGn6iGBNMuneHtlBEFiLoM8tD5iUFTn1zeT8yV5z/h775ckT9qbPca9UD6NzuJdBAEaO+zwLNVjbwFIURQecbuvoGTDq5NpzDA7VQ/6mwNpwvUIYpfqTv86BdNQu7GjtoPv7qrFB+/GNezimu93vfCjOXCf8rodQVZYkrNeDw9OdI7TzUxkMEdvRdGCte+oOe8r5T7UPZDQw4jYBa8uAU2BOdHaDqD7KxOTIcgxGTTb6KMeRwOnn7uEZMkKY5Xs478Hr/fUtOra5S16UwJgA1ZQdas3YccSHZJkQVbBtedL9biBzn+NcNbDRKXH/KSwyhLcmllFvDf1HXSy/gdzSU2k7CoGlXrULJmrwuh7akwmY7qdqYJUUBjkA87QUVDojs5ZLjbju0hWoV38L2/+ZXW+29sQelF39szkJuFAYamJou40ON+3gEQ0YNRxYWyYfeWNui9tnPNYuubDJIFKTbRTcwJUWaBCKqqdKT23UtoRnbKbPA0rN7yKXX4VpbTFY0eY5s0ho4nB1K0qTKMQ+ddhOH+i3GkwdWa1OzEjrRCY7lxJYI08TsBZLRRzpHrIHyxO6Ke2/7/1D+645FFsZuGjzlE/QN/bNDNuWqW0OFK7AyqYD0z9Nf75zYZfdEnIKk0lde/I+87OW2cR1OIZKJCqjGScvxHhMqLGm4xkcepLt3vsz9sD+P7Z+rr/y1ibKu2wHuZKRWdNA5rp9a1tAIXxfa6D9wx/+8EN2HuXvHzIx/IiqiXGewMu//du/uW0fO3bMAZm1MvhxubV/n/Oc53zNY4nLSRBEUV0xd07TVSst2tnnopDBtdPEiokNE9kQQyDXMn1K81lr2s/a9TVPYCma2u+6666zcrnsmDVFnkUTUNX/tSZpf/2Xnb3ts/etZZQLJ6CqEgAKH12b06b56/bEaIHocTzqsxWLplER3SyKy9Uowhe+8AV73/veZxq10IiDRhqekAZYk7OScpLZZ1pAN7oGIttxWJ1Zp0N+iMIgZf3NTYw2Ei4igRHCu2StUOTZ/eBjvjXrvs41fc4buMSZ5LRlEaylIsPnpn5zH6qxJovJ+NkwohpB3BzFkGV3V464v/pYkK8cAA5VaBGXWONk4Fy2ABQZRuafnLkJ5wCFN1gqmUayZaXhAevHoe82nu/EJpqKH8PkMFpniIaZxoH4nD1Q2W9lAE4ngOQ06og1NiFlv5/f9ELybqZsonrUrauPLmAvifiATAzmHI5Ef2XY8pWi3XTXn9hkfRawVnHzCeRzf6ti1kIeSbV+xEEf9N0ARd6JcGAtnGsgHfEbGUl2YZA+bKjFKHFtDTMmEYGp/iN2aO56+gu193CB+q77kNu2kvlly0jx19NpACDiEeT/KP9NJrGCaPpWodi1rBzaUDWsLp/xTr72GdncCWozuVBTlr2nn3ygnGdUBHIyXBOxAF9lwU9KggoHDpAv179oUwPHABI4k5RBWKQ4ck3y6jij5zcushfN3Ga7qWcl++IoL1Pk42ULhLCNNqaQhh9zv3tD7ksEFYV5jpd7ZL5/GDXOEueOkx/Ysc7XAGtE1lFAV4AahxCWLgqMJHEeE73+2nUPnRmLGkQyfoW2ErOWB3Q7C6fchxqkTPObzhnnmNtLVia/SCGQPRuf6ebrQwP+qv3VkXa9Mw9Mwo+v+tNpwKypIHiwEJlmg6CAzTSk8tiet2GrvXR4j103vs/1gQzMRw1hnm0Dctd5NtQ9UO5t5m2sMuimiU2ROESNAQqZwNqz5snxxOmN+XuBWHHzD4cwyL3FnXZREeVS2BGZwlhlCpedDQMsKfLpZJ8f8k6HwuU0oPAg6o21k7fY5X30K8L6IrM2KLDGEjLdwhGsmQRzsAEGQY7TxucXt3APwppQZK45n3bHEcqScT9x3IhP9FGPS3X3XoVi3r76JwmJ9Z0wyb0p27QiMAeYBugqvNIxa+SryZIhtFff44CG8s7yE3puJOzEMd8fvutOauid5g4Pl1D3UQz3zjLQc1HpNPmo2gr3G9dagwq5rACz2qnBueqYfOdJB6ayU/DPcd0rSVcoPWVjI74fDpOXl4dZKwNwN+a3uO1EZq0jMJT0oDGJaqZYd5l7rvB3w3IeEO4Bagr2KxEUQFVWr7yiwt8S+VlAlRE1z9o4yqw8HrcM2t29z+SU/fkWw2CW8k1lxYxvSwVm5MJz493zf065kw02Qb71c4a/FwZVOb/KK6XcBmFjVx++0oYro3ZsmGvKtDRgUrbQc6fVO4N23Ul/DVIpD1pv3fBlBJx8X02lS5YKzGNPYNbcynzsOf/nbOeen7YNjaydKh1noLJrr9s6SbSIf851a/55HJdf//ud1wKS8Zci49cDaudyZgIsEir5Rk0gKQK1b3QbZ6+n81sL1M6e/83+FqO4DtS+2Vb8zl0/ehyP+gz+5V/+xSnTiOL+hV/4BROdLFVIFfXTqMDrXve6J6wapEYBpeIlpyPa6fop++6vXGpNwnvWMmuTQXlNYZCyLaXn2e7z3uBU+VaZtaJ/AWq+1NyWwoh1DIOMOWurYC049JnHEqyFxPoItzKrYM13nZmWBwaHSfxfRm5ehngjzlFcA2ep5kfHNe8C1N1429vVo0hyL34OF498h5AAp8Nvw3jlR8ZMEs7d1lWEW80DdPy+vCgGYTKtS/DtV5CLvtduXsTNlIeC1RjtbaCYJGZtDHXC8uGP8du3r+Y3cVYkAClDSwIdihH3faw8bl868k92snyIlDF/DlG9rZpCaCGIHpwOp6GCt3JgZFKDVPii5M1D8wNUlUOUWQ2p7Gk1yCtZe6sl7d6htP390hWs55mFvAsdkzPo220myOYPJvscWIyhhMoVir1LjnGZWm+yRcRQZAWA60Wz3gFX8eOY0zVeAawFIDIJs1RJeidIYO2Kiys4o3GrbjP+I4C1iQVyuugHx7cfc9OlD+MHHloUmPbAZ9vM99iTVo7Z9x3x5/P+zYR04bjK5HgOE8JbCDWTiu0FN90Jq/AticOYmKvYW+7/NYeGWip1AFhTLSyjGPJDzJ+mExiJujwahY/S/Y5ZC8Ic3VsDKGMDA5khnOU6uUd5y8dBEH8JuW5+o/Oofsr6/i977wEg2VWdCZ/KXbGrc5jpnhw0UaMsJAEKCCQQYNlGwixJINKCF/ACxmQDC/6NTTLGgO3FXkDgBQzCQhJCQjlLozAaTQ490zl35bzfd+691dXDSAgk/GOmz0xXePndd9+r893vnO/YwtuHAUhWveZRia94qU53L44V4XdATDf5l96rHHRBX/TWWUycluYvghuDImoEf8F2cxDvW3KG5OBA0HhNcp67ZUPcAN8wwD0thlDbRNo4KHNYlI621ZNRsLYltRfrMjfRXsuG5xCZNQLWGFhfNRsKGqiZ/sOyDkdsDl/IguzbOjZj0Ty2TUiMfaEL7519WMKo8beu8Ggd7MQRwu0GWhjC1sYiXGrmXkrYZ8SyAAqpY+ClqRWCAChHQYn9nBnPEB+QE8GIF8dQQThzZ8sm2Vi8UWYYQwlzCqpJFOzGI0KOYFQmUmapCyidhnKy48a3SWDqCYVRXJ65q2oEa73m+s4cRWFtPFd6d8TATFVl1jS3AruKBd9tCAt905osQgrN+tN4BAfB3nn8ZqDBiOIANGG/NC1Gz/eI2RjzCD0YcKN1thlw1JnZiJDqKgYDKmDWluo8pNFpeGY1gAEBm/fIATHm29IyGEyinYcyL/tcqQmEgPq9RyHYASVV5A3W7OBWAOHhE7jtCJjzAKF+DOiw2YqWjY9b0Rqkw6rFQwZQKbOWNYMNMwqsw7IcQJ5WQ7grBZrGoWQ3iYiZ29Z/Ry5/1fPl86c+qPNDGBijxfx36XvFIt+afa483HuPtPvMIIMfg5BNqH9Ii2pxev2oL170h/UbPiC9eD6NolwFbZ0cQF8zDx8PrveiLbbAYgsstsCJ3gKNHuQzagtS0Cwg6IoHHrsSq9VTqYd/J5p54Dwxmd1rR4N5/v935F8UZFUxYtrIrA2FDFDgyCqt07NZVq19uzJrlLmmla0DwM+zGh7ET/MCI+qPYBS6qiISHDw2P3AByzSZpZ/dqxtxpjohjRWaaK7WmmPWOO3JrHHmJynq0QDWQhRGsIbgLv20IZGVgam7pB/5d1GIFtAIdgrtQUlGlgLcns8p0iY7wOAYB4b1wTz+e+FJtAC8flN2pPfIgwRrdjQ6QxdKwxahsIiefcvQLoi6zIO1Mpi1oHXKKHoRqBow3JHpkl1tqxG2CHEGKCXSXAhXFmDNMWuPJw1a8yInJQIZelqOuTTMm4Kz60ivHbNI4oeDW0IoG43nNYOR77ph3j1tm+RB+ROsZ1iXgwmzLMsL0EatouhlLWdLCWC2DtbAgjmiki2ZtWGQc3bzZNZWoiYXbRaxdlULBjuQuO+1cX8F0DtOepvhXE5oYTS1U27c9RHk61hn22wG9YxP0u3d2NKKvuaVCZUhJeNXkCzVGmA9h8wyaxEuRVC8OxkByNVZAK2QPi9OIZfSnGMM+WA0B5L4+cHd18n9qSf5UZqTZHRwntbp1YnuxXQFdcYrtkxBI7PmI7MGJkRB7yNoFBt92uJvVRYyCvYi4kpi4PzYhq4Q84TXAK+Xdf2h7m0fBgOOZ433N2XXjw2RcevUZfsbc9YsWNs2zXw/sBbWoQ+BHWyy4h8EAlXkdnY3sR3YTqYho2WUhCCtCaNvHMDgUM2CLl5Db8ks7ycSoJnujbISWRkrjsgy5Gg6q9nyIoGKATI+MLgDdmAmUoqjXapyEMyix/ML7B9hbxYG7UJuUem698tps/dgcITQDIbi1HWwBqDYbMGvU8qMWwGiQK1bbt90pSRYCR5WQo0E1N9Wq6JTe5HI58eJlZE3GvqXN8jq4t2yvvw9nV+pGrAUBAPTb0NJEyVzrz5Q2S5vj1wPoSEDKLkC88PUcJuGLVgrjwTkD/Y2YxwAQGeLqWXJZfQsLNggM7m+axOETMzqY7hezXj2Vm3RcT5DPDhHx1LX7DWr2cEVihJ5reBHh2XWujIrdGN5DNgErRgUJxD01zxoaxtS6QOgc8+ytAWS6ydTyq5z+czBG1Ek+79J3/nX14U6ON2D8N4HDIklMw8jlBIPoiD6dsGy+d2OpbZtkqwza1jOMleuNEIHBkpqOI7qyA7xQcCAYG0I75Nt34cq5UEw6uYe9thSIZuLt+IIUBZEOwIKcyOUkTUX71l6m7RCyInmQyjrqo5BuaTwBtnUvVunNb7UZgehMlyDaq4Ba3NjCPdyMeV589vQuPzi58UWWGyBxRY40VoAP/m/nrFyOqvIP5UNDw9rXQgmmJ5oVmfWLEtRqObl38eu0WagGiRVtWj8XRuqM2sWAIBZoJEti1nnptqQs+by1biMC4PkZ4ZkMYSJ5pK+6cQ9V1YHa/bHmPqCNDd90o6ac9oTmcN8w/HhWBaAtXl2JGOBVai2HYCrKG8fPiAr02O6HkeGix0Aa0jCn/Os0mmCEKFZqjHAKG3vCdyEMKP9cBBPl1unrpJrx6bg4FgP3hfRxHXK/Vdzo/Kd0KlgIxraAk68z45G1xCe5qw73SGPIJyJoVNROGO0mg1NosBI0DJrPXEzUpzw3SdnzOzU5XIMnYNIAIbYFfSwdZ6YMmBEQypx3WuYN70gNNYrO1vadH0oI+j757YsM9sD2KQNWAJkw/ijCButYJTcOOwFhL2BHFBTZo2Jj7ACwhJpLRD/aMkgRgo2l4TLbUNvk3nALOtEY3wbzpBFUnDCGV1Ku2HXh+XBo/8ig2BP1FzTwRmn7Ym2yUORd8meSBc6HhhQMKkVnBeLjccHmiWca5V4apnMJQ7L6qYN6jByvSKcx06EsXlzswDRQQiMmPYhK+IsN0hHzbRJIEGaoAzRAXtgbiG+O7CGbXoqBo2wZphj1qgG6UXYWY3UKUNeHzUr+zGCnwMACiM8NYpSFxSd4NgG27BqRUKGwVD4AZYv6/ojXYnM7fGskVlj/6w5cIuFSxBLKKUHdbXjgTWvlnEQWT1rzi3Ybk+Ia1inmkC1LdaOe1s3UwfZVCAlc6OLYhkcunhR4JqmYK3crp99x4C1ARTDpi0Aa7bIvd/KVfsQTnfYhghHylG0PWoL4tfBJ/+h6wbstXoSYZvVgfvl9Ophva7EOAWU4ODzjcZnUMI9f2zOGiMFGDq4HQMrDIkKtpjrPj0GoQrbBaoIafTMPCY+5BSSWfP3niIJDLS8pPgBXJ8c1u43x1GKymrmNMJiyFmkDeAWyqGtQv2bkGOnkxA+bT8ArDX1sI1R1XEgLC84glDzVrCd6wHWzCFLHqMKQZuAF8Az2osQv832O8tutIL1riJ81oOEtrINJUSvNzuyQi21sLlYfoRJei0b3NKMEGOsE7F1IItO2MasqQxcDSUXKIZEI1hzxdlT9nlRK0N6xT5L9w/dgHzLwxI778wFYC0fHJAH22YRngyedzty4HAteHnzNk4+bKMABPnQtJacuSmYnxe0rFvJssntuH9qE/vRkSG537NCl+dLt8r4815Bg8KKzU1ShSDPydlpgM6fY+BGJ8v+vrvkT159kgwmB8Cjm75JZs2X7JU+z4/Eh+iFY602uR/PBwgxWfn+wkR+/vnk+tKxKy1+X2yBxRZYbIETqAV+bbDG+mpUvmGC5LE1NFhbg4merObOYoMnmnnwo9gYBnn9+I/AiBnH1INk7rJ1nCttUTgXBrhVUZOLIMFnwVoQzkBfdlSmETpF6XFn01YJkt/52Y3mcxTVCElghv3R9z+HP3CuzpoXx09zQiNu+lQpBUfMOEY7bN7axDHMWtAm73P9jD22Qu46fpU1U1Xpson+FNfItRUl0dQrac8yqBqOgV2BFlrEOGXKrGFk+pK2b0rQtxuO3maZQb0mF8pVA1irwNHi0dy2707k2KyRHoQgOgs3KPflihk3WdpTyXrtoR4k+dOqVk67DFaITg0tevpFyOM5BZ9q0pcZ1ml5y8SdA7DH5dhKMRQ8plFZMiAzcGYTMhGxziNn4Dx3tuK4mXhl1QxbcmZofAIherO+HtkLxT1aauBHkBrmtsxBLABrmM8QMFoFhYtp7Qi7jRSM054Fg6FqkJjejKLUVJ1UqySkv+10/ajhXGiigen75OisCXHKFCfMcva8fRWz7ZonK4dDF8kD8Vfr/BjD3TBOUIAyJJmVzbuvgMMJt34JmOLgVjiCZjNkBTsLCL3KQHQg0GzAGhxKOssulKt5Ak6iB/mIsNltuAZw+gcTJlzLbMW+Wh+5qtfFsJIEay5nTZk1qEtWY5bNvXe+3Yt2ECUBcQqGKrM5yJFMJwwoG4bu3dr4RlkbRdgakNLezK4Fu3ZfFoI1iDDYWmqcP3jjf5Oj1/2h3p/MV6OxILYzX9zcR1JcoZNCNgySX6oWCJBpWRLtx4pmLces8RuZG323qNXvcqXQnr46s2aeGz9L/UTGi6PilCCXNa3UdflSsYysY0RCYNYO2VuFZSeGowTAaUl4t+s6KM0OoOiByIjpFCefcan2SSWkqmhPC/oUrNm9sCg2gQjVVPtqh2RXGqJBAAcBC9aGxpC7ij7C4SaCf5Sfx3eANYCd0Kv/j7SsegXWR7sERoFje8FUZxFS3S4rAyZc1anmjkbMgAcoYAWY3P2MZbeYs+bDtQ62ViQJ9U0O1nRfnMKgDvufuRZzQBphDMjwdkSQph79assyjiFPrxM3NkM22bdKtls5ZdUahD3UIhas4fp4rIovTknawZxSCZJWCZlnvn7BizJriGN19QapiuvUILusomOt0oPnitnpfj/KlZx0KUrDxBeAtYkQmPzQ3XJ3K+5mxCj/+w0t+gx0+a2u7B7iI3XXTTaPl2GQzLGjJaIn6Xs74ieZr0bzLV2DV9whUJFcVpjVaaYWJJ4XL14j4x87V5aiXXqiHwBb/W2dT2XLUYifdCLHr2LD4pmLPYcBg7HmHJi/L+i9oQvbl9rUAelEe7swyMokGVLTz5g+sGiLLbDYAostcKK3wK8N1lg1vrOzUz73uc9JX1+fnHvuucKCfdu2bdPK7Xv37lXRka1bt4r7++AHP3hCtLNHVdOQr2RzRb478r/xo+lRBTA6syU4AhWM+BeWt6ljoI2CcLcqRim9Fqx1jgxDOKAkT0Ku3v0wcjlXY42fEVBZB4EEa05EAm4NZ2NU1bzrl2f54hg0NwpNsQGaC4Mks7YM9ZmaAZSeyA7oPJez5uoHQYeibmmANYyny/TsdyUa7JDuaWg+goE05pXdc19DHguEKzxdEqsdxuhwWA63GvDAoq6CcKQu5KO9pJ3OwQO6WtDm3cyhrUs28f27SMynLW0QdfFaxTpOL5SMA8XPzFlz1ps3AECsh+OD8+Ec2q9CVOeWrufJRPkV8kjLStnROSa39pljny2aMEgC7w6EkdEYaujzTCBIqFnGGsBaCWzdHEbZ21AsieCe1mLl2XMocl3wJXS0n9O9cHrIzBWt6l8jWONVnggbsJbMmX22lUahIGeAX7UNYWYqkU8WgjlrYJzQD1vKXbK860JuHi1GJChy16G/0+98qYM1iyv8YFporzn8M7AEIzIeeD6Y01aIwCCfBE5xAaFctPUHX67vtZ6q7MvUxOESgrWu/LTUsgiFDCQg7T4DVo4wiUSZYQHbJuGQesxxt9un0miTGejQjboXxZtgqdEe/ooDawihw3mQZfaAnfDmEP7ZCse4CyfwOFY0pDUETExHbJ2gmAXaw94mqfh+3XoaAGZL8zYQEAGoEa6Wg7l9UNuzANftH++NYI2hfj8Ae37n9C3qhJbSRyBsMyKFSeRPoRQEjQWxnXkt2KFqIC1owyD5uWIpToK1foYs2nZwIXdcxsd7AOamNaG8AwOhCTx85U6dxxxK2r/PXSOXPfw8+eqRz+l33aZ+wr785tj8RCiwKADBkGWTyIINo796vD+T1eFlZg0wsT0IqT0E8FJcfoaE15yPkRtUCcQxBgHG1s2gL8AIvBIYjKB5GDIHptqHAYmVlUfZ0+QxlJAIgtmizYwjZw/XoGofLr7ObpwH7gnTNJJMbtXlKgEw76VmyUIhMlRMypqyYeKj1pGfQMkHWgl3mmPWZhwuss8eX7s534lkUZq35uUIQijdMy1DsIYVqTCawzZ/PPY9iL+YdhmNlVDSADUj80YApWiZNMesuZw1RjeWAfU0DLIh5LkD15fiIrQacr8ajSIjNbDDNRuu2BgGmQmCsQU4DGHgJWhzFvfFiuLbeoVuolFVcSY0KxsDH5faZvMs6n7CnDxDaWk+J4aD+5Dmtaw6n+Ue+3yMslYirIPMmgNrvVt0UCMQTSPn1CsxZJ3i6uty1TBY8OZ2/XxeHqGanr362SNpQSqmdIV6IdtvBsTYztOD1+n8zOxOKf/is/rZvdQmAdYwoDdiwyD9MxwSRM4qerm3IWzULb/4vtgCiy2w2AInWgtYd+CZnzblQ6mkw5oZlESlXCsLDLIeBFUiOT2KOPcQRhHdH+edCOZBiJ8ya/BAHpq9F2qFu+S8lgtlS/wUHdEl6/PgOy6X8SvPpCeDEVW0Cn5XK20YmZ7DDy1y3roODWhT7WxeISmV6TYt55g1jvjTpq0iJMMmay5eCnunudAm/fIsX0qQ6Ke5FILGMMg88ray1YK0wQHfGFmm0vfjpVmM5uPXGQ5bwD+EFVMo7mq9YmwnB7DW0ZTBqU7KmuZz8HPskXYXxoh10pFDsmfqqO4zVjuEHAmMtJtDAKyBowCWqtnXisK8qzFQfJWsSTyC0WjjiJUATIo2BGwIYO+M3JMAF/Nd3ANnzlnRhv/we2cGVJC1bihDGjOODnNUWI+Idgi7NwPRftmFul1vuOwBub9nXOftyqNwMh1PXNcWhGrRyMoBheu1HooZUMbpWa9x2toQz+hy1FoRpkibtIIhrIVGa1v1BrRlEADOHE8BIWIF0wWUdRiPtshE86CsnDTOVgsYrHDRAKAI7sO0FSogmPHBAYKEAY6vVxKRtdw8DAIN6Qk5MHkbRC/WyZk73ypZACs1e9kCFqyVISZybvpjmAV6q9qrIgYeOKYVOFSVNoBVOO20/bEpGYR/uszum6xgVx65XVkyawlcEyqAmjZlTmEVOWQ9UwiV8hiw0WX7y3jAjObrRt0LmTWcfxmsDTOpaCzwzDBIiot409YxRg0qwW2m3vvDupiM28vcPojLApaN3YpHkYthAoxqkJsT2/TzmshJUIYs1lkpnWhfGsHaT1vT8rmRL8r/3P0WeXjyFhwMDxDbOnoLFCMNA9RYZ80XM+dtwgbhjDeEQVZt2CAHafqblsPL1k2p8qL5hEm2ULZj20LhuA4KaBhkyTjP5BlpETBO3aElEOM4pN+Xh1fpO1/KPgOufFZ1ogmMFsV5aAS8U5FxOMqfl+WhNWYaVD97CpRUFzlw4dU6rQnqhmTWWFnsJQcTOo1qjzFbSsSLa6RgrRpGbur9On87wZpl1orIWdO8RgsevC431bJiyVZzLbx+DtaAdW/icIxH1k8NaW3FEGqs0SYYlgsrQoDJ4k0tFF3BsTBNklEIc2Uqr9Zk/8a9GFTKyleHh/FM5hTmfaJLYRCDjwoeyt8c/IQk0+Y6jiHvsy2CwTUImvggO1+w4ZUOLNdsaCH7BEuoMEwVWL9uVIR0YM0bds8WM1sVIXFve0Lm3lVmzT4LU16UEUkUpR35tL05g153J9C/uzfqyo2qiiWUGjg5s1/e+6JpCNYg19HcAkDRtq9pT8dqqSO6bnDpyfrOxxNl+Wm+WQPCCNZYS08YodB5kiz9o1npPu9RXeYVtc2yHGGqtGoI7B0HggCUrxqKQdO4VadPgv2kdYV66sxafvhu3BZ4RmObRTwki9v/j5Tv+0ddji9VZdZ8Kt3P7+HZqA5UstYasvw4adEWW2CxBRZb4IRuAev2PfM2eMtb3iL8W7RfbgE6UDWGZOH35XsHv6kLXNnzRrl35g44QAhJgzNQRFX7si1OWsQPf1MLmDEUO/Xsn0QoZE5aDiAXBD9q+2JLES5GB8c43jO2xlp/0wo5kNsrkwBrK1ClKwiwlrGj9HS8+fPMukjPlTmJfhMGCYfFbpphkJMIgaS1+eNwLjvlbghE7B/eLyMZOgPw6nzIU8K7U3vkshUA2pcM75FlvpNlbd9mTLkFP/PGqaBDlo4elfE5AxZitQE4hxuAazkmz7lwoPgD7m2R1dElOnKf9hGs9en8EoAaSwvTuvMT8p7wDhBk9Nit1XOC4KwyDw2HWAND01zolGAJQA+eYyJj2BqCG9pApFtOsthlQ7gHTgRdfHMsI5B1D5dQ0BXfqUvnwiAjNgyyQtaTohVos9EGZi2HxHs6qZT0dvLarQXjkO7o2SM39V8rheZe8U9CtGXiNhzm1XWwxtDKes6aHskK2bX0oPTsXKffkhih9iOkjY5+MpYAg4fJ9J/QhgyDJFhrrixFvRZz65NZG5vapeu+4uCXpOuRjXL3uq9Qkk2PmzNCpQheK/L+TRtlBNL9SlfVTpEjwfPEY5mGwiY4bLfNcHH5Ucz02c0oPkxjzloPw37nUDA7vE6CGF3vQE0wGoVAyom4dI7l0d9DMoPL11YwnWyyKSUpOOBxv9merkDMikNHlSmsaZxcFwapsv0WrFVjYFbPRL+6FsfAUMhza3LRaVeJ/Ox2CQ+g9hnZbzrruJ61CAC1dEKUoiCbwKzR1kTWy/V4Z97aqjqw1VnKNphPEEZpTstSf5cMgu358wPvkU/ifmwDSzM+eJNcU7tbxpbUMI3tZ8zXzHNDHyarEWQtNzeHLQxkASNY68N9brsyQvZw0tYBDzRxwAFS6LwXuCzavwjQFEL4rheMKa1s80JP6ThT/vrkr8kdkPQfLhwBW7hK5+syXnQuPFtMPhSFPfx4LpnrxZDSsdhncX8Ny4qQWceH69dTxHFgnOHJ/JOyqXa6BJE7pmGQ2NI0BFzUQFfG7UkxfI6hiV4I+SzN3a7rPoy8NX8fWE30Cd8caokB/bn72xcw51S1yqnxxFrZuPWTUhmMCUULM0HTCN2jE5LooGy/aa/xcCf6EUpLTGCArHmjbO+E5DzaiOqw46gv+Jq7i9K2rFnSy4bkTcH75H+PnIRBnYAOQBHcZW3+HhUkGXKYrWbAjE7iOdwNwYxZMIr9vCiq3JlPmTbSGoE8YRsGSeDFMHejHOmeZ+hVqLWWtsxaLNZt2si+ekgrwry2GLlj1jisMuOdkGmwsF1jPdJlWffRUFbzlVsD7QiDNM8nrl8C8F47WQTbXZYWFFcfvcEA55INe+QytADA1er2l0n32j/DTUqAimuAzZCZzdkBmfgPrkBt+z3i6d4EpjoozWDrqhMAWfgpeufsWrkzHYAwEtbRASeEfEZapRUCIaf2Ph8B3yI/x/1Aa/e1QTzGPDiL44+BJV0rsRWXydT2v5VcHCIod3xBqkOPiHfJNs2Ra4sulWJorx5LAIJUXvQjDnyh1XV7vw8vXjsY8vtwLovnsNgCiy3wn9sC+KlatOeqBTgiTWU6yvXfOnWjrAyvkTOaz5WuIAqQ4seeP83EURVDz8hdL4ET906MyAKs0YKPD0kUDNvu+DLNvZqp0IE3Nm2Lwq6KGKfciYygHBccFTOUS4CBLAT81GMn8/6C28Rv9O7qrLmQMVdvjSBusmxG58msbQKztnI6LC/79D556QO7dV9VoI2gbxCCKcYJ48QgAO3HbpuV19/+YemvGucFWnJmeYzyVyBscDhDh1Tk5DECCgBEK93vcq4qCLtbDWeawGMcbE4CbUsro+2RFq+f3zHwdWlD43jABjirO1iYULO5Yr5e41x0pO01SBsA4PY1HYyqU8NtPJ6xbCg+O/aytXIER2icLvp8dP79Vv2yjPCmkhaJRchXBF6RvSYZ1BLryQRkQ/oQ1jTH2wo1NNpJxR1yePUXZUWiT7+PzR3R9zxCzmg5f0brnPEzHeWKp12uXwGNTcuQxPJsTbNsW7wF4ix2pwRr6B8s8xCqdEnZKil6cGF9yJvpiK6TjsPruVnkvdjrZU5LIvarh+GuYMUCtX1YKiOT/tUybK9NYb1hDfIIVftp+FShmOVKy6yxPl5HDEACzuTmDR+SF1z0c4BpEyLFa1hGfRq6ZcvnksgV80gChdNp03BOZ0rG4dMJfMGsClAxmTVnVRwDIBeYNZzjnHHoqxQp6cUSvTj/XXhH8/uWwqkHCxc4NFVn1tj8kKXRTRXgPK+NbdDPa6PmfV/mSf3e+OJxyXiY2Achhq+1fkD+dNkHZRq1AT+3VOQ+xH++K/6YXJe/B/l9It8q311fHVosamTWvKGD9en8UHU1z8ishVco4Ob0IBVHrXkt80oWhlaDMmcFx6P5VzYMsmIFLVa3rIfT65UXtL5Iruy5ym7BvJVlXD947b3jAWPSa8P3COAno3t0/vLQarMcwNoS2w++fPizcva9q2Vv9aE6k3W4qV+XY63HqMeEIJNgqyGc2FcNIfR1FAC0Ko+lyEDhqicxSJL2Q1WVz0QzcOALWwDv8s2wxeUrXyeRvpW67YydHhwvyAeXAehBUp82wXwxzyqwhTX0dxS99n9Zp6M2hyRxfrEKnimRFTKJe7B98mG5bWYWzA9qGKLP8HgzHGWBEawFEYNJVjU8F5YMCjt7AtPSPo2LCAt3Y4jAAjt3j7mcNcOsoeagMmv2nsM6HWC6XM5aONai23EvXj/ALC1oQLbLWati0GlShmUoPKCzW7NL9L2Me3hn2rBcjWGQRTxj1rGeRmZCWrYBwOKcaAVXiFO/oTutfp6sO+8rEkJUAI0RA8EywD5Eiib85lncXsO9sfpCCbzwfXYtbC7BGwnXcm4ITWqe+W480APRIYF68RKvuUazQXNfT+/7V9nx6Id0PYZBdpz9SYkvv0S/F5as0m1W998q5ds/jwcZntpQ4+0IdqNuYA7HBJEXnOu1S8+UmQvN81hX/C/+UkWj/Wf//RdvssXDX2yBxRawLeBdbInnqAUgl0/IUANgeDLzOJziqlzcfplunPH7PkhCc6Swgpg+/tFKCTQ//AAya7Twrfv1fSfy1WgzFeNQ6WfLrLlRfgfWVHgM22W0IkdmTc0pOB/WD9ANPYsX5qxR0Qy/nWp1Zg3TKS5CI7O2MdIvK+aQe4cf5u5pA4Cq/hmEOA7AFZ53XpLIFYmBxYpDUCN4FI4FDAGE+s6aYF6wK4NWKe+klHFiQjauyEnP5wG0OLocC6DeGlwu8AO6Ppm1sg2D7MuNaH0rTx5skmluXJ95p1dsAeD4cjOtGyP+ydxO8aBINs3VbquhMBsT8WkoHACHTj8CgJr12hEql6wM60THrDkPNg+pbA/DIGFTbRztNrdbBuC2FyPUa9PDuF7m3FuRZ0Urg026dPyIdB4060FyTac7sJYJZNQhvRtNcwibpKDDDf1JlAYwxxhDAWUXohWMNEGF0p0zM0BYdw35IMhPqTilBLRJobpCzot8QLwIS6NVXPEr48OCGdXJAFxr5cLZW2UjmF3xHVGm7qGSOe5Sb1hKq5tk74phmfR1oLAucyfNepEaaBGEktH8WD4S7QdbYJw+gsw8jpO2HIlGHcjpDNhzHwGr0ZirqQthd2QXa07CEhMJwGhd580hDNKAuHox7SWYwYvG5sRy5b6k+EZQqwssGgGTB6FiyaIBmkkASlfsl4MBtL0IZT7W5jyT9UmvH0+jgHJJXtv7VrkouE0O4VS+gH3O4rL+QboFIaci38n+XB5PPWzWsSFyesT++W1X8jhAlEIwVpFWDiaY08KAh21IzJxEgWmaz6pCklkjADQ5ax06r2xFddajPMRTWblszsGLZwaN/eKb60x4LgedxiOHdPqy0Ep990EIqQP9YIW/V5oDSdkY2wrQjOLF9hinvGbf7I9Rn2lPr6ofIlzVJqFtjeaF0b6v2V6GGm4Z/Qp5UGCCed+HQ3dKcKkZ5MnNPS7Tj39d98uXoBXbyPrN8QVx6Oc3M9/NgrUwnjCe1SKt5lixZV3Xi6GbZlybH2+/RK7bdYV88+gHZS8ejLwjXtASRxvivNE1HLNWBRPHmopXtH8abHsLFFnNcywxafZLVcmMDU92Bd3rOWvoR2TWOGjgtYqyeuxg3Fps7caKFR7Rg+OLLRruDXXqJEZE+DWU3g+pmxHZG3xSp4fKK/SdIdk7LFiLICTTmdeXlj7UhaulxyUA5ja22jz8XYkPt5xTg7Rje/pcawJILyPCY6qNAyxQIX3bdRJ85RfFu/TU+mqeINoznJQqcsu8Ng/T/Ya5+7pkB8W8GmcAcIbnczK2Du2I+3LJpRLpPkuCyTUSSCyX3OSjEnjjjyT45p9K4NLPiO+U14r/zDdjULMbYDiLaIUIemNFHm5dL6XTV9WPY/HDYgsstsBiC5yoLWB/ak/U038Oz9s67zWM8rt8svaA+RHuBrPGEWyCBmXWrP9McRBapdU4N/7RFByXmoqLcPpUeZRvak66f2V4rX53YM2PsCtaEfs1zAlZBvyQP1dgDQxaAA6HejjYj1OFLCAM0hXEboVyJdm1lUj+pyVy1un0TUON8YhOK3GYHdbiCivhc/BATVJQH4kgdJJWxTIchR+ywhGp55+u00O2PpBjE9J2JD4YPEvnN1s0FkJupBfiHTQvlvEh3JAOeS1m6QzSMtZ8AGsFODmJJbgosNMqp0tK9kH1rUuhZdCGki0p7lanjst4wZQRcNPaiuYiLoutRBHggzpNmTUbSsYJeTrZXgNKZgFINEsKTZkKJmRJyi9NhWZcKQOQOrLmOh4ASxDPJ6RpzjiKkDXUbTNXjUbhARrDG3naXoirVBE2e9/SnE5vSfchrAwIAUY10akwao5x02BrWB+K+Y21crOULFhjyJ23ijzAI+fpOnyp5s25cRSYFilBxQ/XYBpiCATjJdRp84Ax2QQQMueSGQGIpj/RJ587FygSdkl8SkqZlH4OA6zpCDy/QRGSOUTtttgtmbUscuFoy2c8shZdJ3z7fklBIv7nfTtxLxFlNRguYR65XRUrIc45vOdoibU5pEiavldlzhrNYAixRJKUlrcq8RArjOM+QbPAyV4/YPqtb3m3rsKX9mCnJBHadzz5/gmwHs78UMis2kGL/+E5V04Cfljl6ZBPHRJ51dEZeRsW5T39kX3v1npnLqpLgaL/SaxrAAdFSRwA8OCaVHJjQGRmLz7GqlnLFDL6yQHyGkZrfAArPBd/0fSVmi0y3xx7alaiVDIDQS7cl2xOCWqJNA5qzDQNSQD3Y09gqU7zBRFmiU9/GX65XH/q/fLNzT+WWFO2DtYq1bguR/XHiAVrHo4kgQH12FzGP0oOyenNHtmDU9hhlS95amTfliz7OLCq6dsVfC/O7tPt8cUfN/2w4G0De5aX0DQUFDFYRLBWwP1WAAiveTfIaMWAtF+0vNQcC0ETGetSTro3XyIndXXItb0vhMxTTc4FWCMBxRy7LJ9vMGJ6hic/fNR0mqG4uTahcTOY0ARmLYPrTSOzpo8dG2roBStbtrRpoC6YpIuiGLm5NysRi9TNZGzE3uN1Zg1gDaHKvBazCCEfCB/QJT32XmXZAMesNWFwhvczbYkPZQXwrwZmjdZ96ZwMtVcRmmrm60S+mMuLkzRTOJtjOZMo5TFcCks7ipI/lXkSS4BqEapvf1iqNjrEE2nXVRxYe9MgwoAB1P74eT+S9R0vw6AMcnhX/3F9s9H+F2GwCPUZB28Tb7JffBsuk8AFGCjqPVnzK8msNZURJsn2xQH7kQ6waIstsNgCiy1woreAe3yfMO2QTCLUyv/cn3YIBZVpHmy7aOsALW9fpcqZvuYtECtgyA1U16IJSSTMj2I8FsZ8OAKr5zHzjrZxCB0YpyONJHMqb9JST8xKCEIOW1F/SPaYcDjOi0bppgGbIR6eYMYwaxjNjbVJoNN6e7rEb/ZSQtY9RcwoRMAgujBzjyDOUUWeXMmGg61s75POjk7ZgqK3tLaCcZhbANZemNmNKWfAqQrDESoJmTVVVcFreAiSzv0l6ToM5gVeNXTTlFkbDfRJKzyJXCfChlIjkrS1x5xjWQiEJJCMyzT3V52UkMfs9x1r14nnUQOOvJCQT8Z6sd2MeFsAhuHEu3BFTMSxxCUTnpCuVX1yBN+3yLnSmuuHAwcJFTRp0Cb6ezD67QRGzulCMekBrk3QWZLLwBi8ddtb5BM33QyYd646ek78g8sUKQoC4ETxizQcKiYtknkooq8sSyF0sbQUgNGCrILJzdgPdb8tW14pM4VLRe7A6hasuXydGRQlbrSO6iGEIq6Ve5el5NU4tliW/QX7hX12LASRDw4E0Gk2AA4ainCeUQHJbxxQKg82gR4J7Zl3JGuQ+WffmoSwA2ECROgAML0yDODOHKOSDXPbVrgLYUtvwBJgRyNJqbUF5E7fKbjG4/LC5JTMMhcQvGcCiprxzn7NaUlAoS4EWf12BR0oT4HjKcZ5jAA5M0XZ9sgUcGVVdl0cQjuhx4XL9XuAy4xDmCYbyqAd5+9hLwSPaB0o2i1VXk0cTz/6BM4hhxDRFPpAvJCQMO+1zctEfrFPOqE0WUBeUwC0YdfRsDzedlQ2rD1LmpBTSmEk2sbkFrlr4lYwAuhLQfRFa1MozI49GfOmJQzAx/aaw34+OuCRrW+4VnYefiXczTHZAlXB13RdLt8e/YF8bexv5JNLvgDnGLWp8DzwBPZKM8B0uLVTpsC8kY2nWifBUixUkmh7C5acJSFYtyZbM8sHQEOLtyUl12zazwSD4mrjnq2CJeleYoBzfeWGD+OlsYZvBCp+MGKG/YR8oPbTPoj5dLR16PFGbAhfuYQCxjhXWgJMmWPWIlQsxOOGQLOUNqxdKI7nGEC1h/mhsI2tebn25F6ZwGDAfxx+XOTIqbg3AFB8h8TX1Y4cJ7KGnVLF/v04P7cfPA6Et10NYZ658FGJYUCiORhDGGQOQiJoRwxY1LxnoW90Kjav1gwTVmXOHAU8kDPYfdF/l588fqeMT4XkD8GM9ne2AcdN4XlJsGbAIAdi2IbjQ+b+GYtifZh/AuVVUG9tyZp2uceyYQwfRshB/RjngOFSGMSgJVAjzR27TrAhzInedkw3gJrTB31oA1isbT1eD+rzmzUi+RzMYyCpEJkfrONybeF22Zl5rL7tICTyCxAfWRc31yOGY4vz2uD/2F0AsSNca97CiQjWNaB6FDlxfK41QfBpFgNcWbCcm9uPOe75VWW8c6XkRndrfl8AAEAASURBVJ9A+5i2iSEvtbMzIbNd/eihuO2sDOcf41n07kt/qmse3HuNvrd1LZOE7TNNW6+UmR3fkPLYHdJ5xusb9iCyfHwVwryzUMbFb1cNxdfxbOju7V+wzDP9wnp+tAQKesfj5pyf6bqLyy22wGILLLbA71oLzHs8v2tH9ls6npmZGY0bf64270NeAH+Ys5Cgh2uCXDOPHJk+rJv3ZRHOMganCNiMvBedgdm5lARVUrlNChBZGBtjnbJinQC4eeme+qGNZI+Y9TFlAiPtzf4WJH+bH6FB5DJx2xWwJMy6IbPWBHaPo7IMxRk6NClW36G+vd/kQyHfLTE4tBVlknCkmYIEkZOTzVZkdNZ4A/4MBAlQE60vR6cxXwdrb8cPby+caxqLNsfgzsYb6p75BsEsLUfeRCmhy7BoeBWM1ywS+zfBWd0/bViVprEdcGKRYwL1SdpAaka+ufc+uLZwbMsPSSm/XKfPZngNjGfrhVBADnWdaEUwD3TnG/O7/VCoK0QgDgJpfQTqSMtsP2oDreTiim1iClMIuAr1nLUXJMtyk1kCjlVA3nj4Eek9tU+WR5vkAWAhdZbN5dGlSgBrHm8UrteEjKMeXEXDpCAjAUa1L+UDs9YHELRTl03YmKUj4WYweD2Sz5FBiUtv/BwZg8+2vXNI/ufFn0MB4BY5/ejbdB3wZNKTOyLDgbVyYA0WArgjoOV02o8nq/I6sENVDKX7PHZ0H055Od8ks1PG2SdYixV9Etmlq+iLtxiQwWH0YQCNAFo0CmZtJIpwRTjdDGkr2gLcHVh33GOAwujItNy2C/0CzvEF6Z/I1FGA4dnTcc27JQ52JQORCdrM8EGEp3ZIaz6v3+nhT6CMQj+c39NG89JzMC0VlLLYvw3XEcTCwNQhGUMenLMaAGM6MofQQHik1iibQpsYGZPoCNQw8XmqnINDiPUUd3kldQBiJWNz4mv1a+ntMFB30bsEbBTDOT1yaF1VtvhOlzyOK5fLqcrtssAquUtulXsO3yGnNp+l++DLwcJuWe2+Qbo/NT2i92Jq8pBOnSsgrK/3BVLa93/1+5tbrpY7Z7fLtw79o1wRuEp6hOwn8syatsvokScQDtgss0O7AYKbcSamDMHY0B4o523A+nhuQHHXWacFqT7LLM4VcV3B+NIIAJl3FQCrzDw2ffa4FRvey/lJjLe49jczGAY5uicr7ezFdts9OeSujfH+hYsOkO71oebh5K76dv0AIQ6sUe+CwoI+QODs1KButMQBAoI1/PNCbXJs7IAEm8y1PNL6fjmy9CrZNHoB1stg4KdFUgRwciGAZlFyc2P1/RSQV0UEUkOuZTb8kMTT/ZK69x7kquYlBVasO/+wDDdtQhjfISy3EiDEgEPcombfJ/2hTKSL8q9grBnM/PIjP5fZZRcLiSQylHnc4zRlvvG+dNaA/7EoWMJCQErTXomuLOB4piRllWe5fBVKkBPsY7B8GpnCdhCjlJnBshzmMJbwmAGWWGcK07NusuS11MnJeDb2YBrBmmHWKDBVQG7qXGgh2lodXS83p34qDw88KEuRI1hRVq8TpVO6dZtziFDI2eMBtJOibQe3wxxY3LEx+xzAL39YQ/fRXyJmiWaAvbExAuZftlKTYdAcszaNUg3cVtne17l0FqAZQK61H9NNm6RnzPHPZtDGdlotsAK5pW0yufc6GUWZGlWUtLuLoQC4Y9b8SAEAZMe2hn/5YJ7BFNZ5bW5ulrm5Ob2fj7dKTw/bfdEWW2CxBRZb4He/BYxn+7t/nL/zR1jL2B9nDIM7mf2WgB2ptrM4fsvwERulBOEM42TWokFIIRvcfBNCv5xNlOd/qJi70+JvE7fNKVsk24VBlhqYNa5fgQraszUO4lMMJciRZ+d74Pc4iNFshkE25qxxX71586vfVjCO4MpgCc6fWdE5+OEKckbgqM4uQd5QDjlCqEnmr4O1MJTtNsKDQuFasIpjOY7ZgiXJoUYX3ECKm3AUfaiUkR9O7oULCStvxx/qPQGkVsFcFa0zyzBIf80ACVUGxKIeiC04oxBINZZDmA3ksBHC5JmOydrUOp1dw3XxgFmr4n0PRtddylCMym9Yj8ybzwfJdIRqVVAsdjOU01x+ltX50O0QrIFLha87Dec4JKOesxFKeK4MJSB0kI1B6APwtck4ii5iaQS5IbH46jqwvL1ijqkMh/LW5Tei/hpBnDHwmwC62If3AMLLduhEsjIuDLI97gfzgHweqoVaEFlG+1QLyC/LG4eUYK0ZdGCAXjfrksGCKBrNWmtVK1QRgcx+2oo7pGWZhkFyubRvDUISCY1EPvNkVb540Fzr56d+LKU51MizeSwtFMiAahxNQ7VQby1ZNH1EmTWcw0A8I/2pEthJAL5LTpJm6xzOlKd1PffiQaxaEcxLBOyqM5ezBs/xqcMgTYSYVLoTeq/5ITKCU0cdqyHdzDnnXyXJwDx7xokUmqDtyc7fk2VI8x+p7tfpQK5oa/QTW9S9koWTivxKX6gVohjnm2XwGg61yR90/Yl+fyB3p76HOwfArB1FTbZR/X44vUsOovYb4Q4ZcrMtnYXjNO3Kb6bcMbbJg4dpzpRtChUZwTTWPfM0zfd1XbDhpZwZBhPFvjlvHOTJHg7iPgNDD5DFR9MaOORVG7bswSBUNLpcspnD6E/m2RJrQrCa3Y0TJ/RiUKDC0h00hOoxxJFGkF8qzgOBo02Pyz9vezNhHEIbUQIAQim1lBnYqeG+qVohC67Le1QNzFpelTtBat1zi3bpOQx8vXLss9JcuhotZ66TzzJ5qNSsq/k2vlaOgO2/N1uQDZkBWXvo56o2aNqrIitLf6rL4VGndraCOii4xpsB3AzjzHy1IsqU5O35cEEnLsLPFBgpW7AWgOBGo/lRpJ191CmnunkVDBTQfE3L0E4QJsJ1N3nHGBhBHbzZmBmscsuvS+DZCGMoJEOJU+EnwQoOggE2/VSQs+aMvy0V5E832oHSXv1K0Z4sQjDDqL1IW9OJKIG+rFy+bB5I6oyGFycy4rW5kq5LUg2SVixQ5iojnvY19bXqpSsQ9u2Mz+Bo/0W4vrNg6u53k/WdZSbyfpbkQDSH3YGNxF6w3OKXxRZYbIHFFjjRWuCpf9FPtJZ4ludbzZofvhpGOx2QcsAKPrUanfwCgIWL97epNjqPwgcjbXl5ov1g/UiYs1aFY5SG6iKL87YEWuFIQbAcDFs9Z41eFYxhkExOr2A+rYJ6Rs/WXEFsgjMb/aLvQYAbowaZ0l20QmCE1p4zgDMKJz9ayUgz1OWakA9FK1s2JgSwNo58pnxgP5wtj8RnNogf4IBWQc5Htulc/dxawAj+zGH93I7wIjr1BE0h5IwMFdNgN2blzFgHtpBG0nsFrATBGtoBy9E0Zw3sGU2VATkNDpEzto4vjpF/WLAN60NcY1N6q36n80inpAJH8DDAFAVGWITZJdWzBIPXa8KZ8hOPyrYeyNFbYONYDm4oohLkETBpZmQ97UtCoKBVBlFol+dOm7FgTb/gZaoJjn50BbZvrl/JhhdVwVD0hvrAOhjnl8szP2gUI8g+1LLrRN6cLkonHg5lFfk6XZBknMMxzBdNZ74Z+gdBLZxQs4d5ICCnmqMIKFibBFgDGEH/YxdL2XpSR4On1sMgc/5l9TICUWyGtdVWQDhiZWGnlFKHxR17WxNC0aJmZB60C+qtTQMgGraIAiOlUlH2U4kAloGKY+68lQBOxgl0JSt0prlcynbGIHhRN3sjeXi8KeMo1wVGdLwEJ2DBGjqBERkZS+MKFCWYH1Emr9y/EKhx21vjp+ku7kPpDWf7crtR9NdcT4J8mnNKmXfmh4w8Q7AivejH9l5knbUzoQpLuydzu757rBopwdpA7qC8r/A9SK8zuw1gDVes3JCzhguh6/DFZ/tZ1I4gUA3SsIfok3DgaSGwWH4AqacygrUqQGajkVnLDjAEmGqyJfnmbpEXTyNkd3yPWQy7icZW4NkF1is7qNPiyIlE9JyaA2t02KsWrDEfkIqMNC9yUYvFefABvgPA3AwYVDEQMTJwDdg3A4woh1+BM+/Mh+LQ7NO1Sq8UO8wOI1Rwgc0EyygpABCLwZNczTyP/LxBYbUEow6w73CvXD9lQP/lZYBzMEze2QParwnQHmkxx0XARDsjb+7tUeRN9jmwhnw1gpxSQ/7gsWCNuZw0v5Xq1y948WSK0DMy5+qmUWa/mh/QrzWosTLvMmQjBxiqXABY6+nsw3xzTfm+MXGyLv+LqRvkbTuvlJ/0vlju3XqerIQ4CM3lrPGzvwKGev5xx0lye+omnMOUfHzfe1VV1qbqCStLfObUWTm3y1wrXfiYF0/zEp3i8irnDt4kA9dehoecuW9KiGQIQM3U0762vmbFAm5f0Pw+uBnR/ov1Y/rwjW6SvjO3Ow+BEVrIhqEvgjVtjsWXxRZYbIETvAXsT+0J3grPwek7sMYEk2korQUBPKKQaFezvhbDIOcgRlC2v6KOWeMyM+99oVz1qu/Dl6SamPmBLsFBmUT+jxNZSFqmjkqIdbBmfBY44cxZM2qQ3F7tOWDWnGx/kL/qzl+EjxfCdwK5SfwYx33IRUPYDs3JpvPzkiKKzvoi+NE1P9TIzOFkjJlWZSSG/DE7ypuY2QQH1DgyVbTZpMeMHidm75K014C4zmivOrEBoN2Izb3itq5o34jcFoiKYBS2jGPgD3upzqxRrMQ4T7UwnCE46Rjb5mpqdMyCcfM92IrQQVyT/injUOeQL+IBWMtglDfP/Bk4wWW4sNffYpw/+oIee2yFicfkrtnvINTxxWbDDXdUdwTnTIfdioxQLZ81xwjWnE1r3Sz3jQIiYdkJFjVtw9T8rm0A8lgKooKQQmcEa4MofLwMI9d5OH6IusUZUkgEji2c5A40awp/rrQD12OYHK04xAwprmAuLOXUKycb8BFEUe8smLUyQLDL82POGm0wuAltHEb7gB319tULdL+9V+TTa33ymfXYIdilYmoA/dw43+0ozu2xapAsjM2/hFWRJAgvo37XnhYDLvZfsAq0iRmQ4P4WqEFafFHCNYkDADk7llmr4nrXE714CEn8zZMOUqbICCZFvLsVlBe34OBtu7ht8p3y+UvBejw4dzcUM02770o/ro4055NNoVFgpAbGrYLwQn/U5In5cE0I2Bjy5UWcGdUlyYw/kLoLjjnucaie0gbTe+WtO69Av8/J2hwDWBHGjPu4rCydLgKW11wXfvMi75MGnkrflVkzt08drAXh/KNDPqUpWDsOs1ZVZUbcJVA4RWajrl86MGi2A6wdhZgOLZM+qO/NUDd0zJoTHQ0JABNYNFqVddNsSKWGzxYNYOK8FI4/YJejsmelnMLzywLwEAREMBjTaJ7AGDpv5zxYs+zXDPKDuwnWMIBVsFL+jllzRcZZZ3Bv1ly/U1uMeIgMPajtlQWlPRMyjJ8Lg4xOmL4+hvu0f9b0MzJr7ItF5ALWDay1M/YFl8vpt6xxfR6ZtWPAWnFmH4CxAf0US1GwhoEsGlnO14ROkj9b/VFVC9aJ2NWG2Gb9eNPkf8hDc/fKWS3nyTe3fh+F0nFx8PyrpdFG1nwF3Gfo0y4kmpNnPdPyusdfLnfOgJXkfeHsafqKW6TOrNl+l5vai1p0jyNiwBxzyYP8TwB1b8cat4phRwH+G4vCcybvC+YRZgZuVIbQrdAZAlizYixk2GluYNMts/i+2AKLLbDYAidiCzS4lifi6T9351xFDpcaaksRSLW6EEhOtL4WR3HnEDLlQkgawVoRTMiuwhOyEgV4XWgjlfrGiiMK/rgZMmo0grU8CsLmKtn6siXkrWj4lB3Nr2bMj52u8Bu+uILYCtbcQDz8L2Xa4MzNIJem3T8f4uJFjThnSwHW/P4oRvmjOqliwRo8T+Q/NSFUbEQdieTUqXCajNNDR3WsaJyp5uIuhNhx3Zok8jPqxAbQgFDsVuuEA3xOYqmpYYcfdoZB1jB/IbNmnMYny7uE/qtjs7gBtk4MwhG0YKs5ueDsGjifBZnzzWBZyEOg5ttY/FZ1XssA0DHksHSgyC2bGFBP101njsg/Hf0yxA6M04JTqNvKqAF3QlU62E0rxuVnqyYXgLUshC6csZuQnLxj9nF5Ijehk7fYfJSKv1c6QqvgyNn9YC5DGEvImVyLUKS5/DDAml9SIag7Qi2xClDXDlA9x1A0uFHOOrNpacmDIciHAdyY32j67eNdGXnMZ44zgGuWKU5KHuGPbr4LgxxHHhcZhCDA5LiXAilmywyDelmXV06K+yQQ69MwyIp1xttxvd0IfA3MmiCsNcbwTRjBGog1+caWzfLJ5yN38EXrdXqzDUl0AxU60RweQsogD9/IrFkFDjJrXhTFritB6kp4YZei72/XLy0391HYu0eXKGzt1ffjvZybvAD3Wl4emr1XZ7MsB8UfaND7UauA6VVwhW/+sAFrnNF74Tdk+R/dpsuQbTu9+Xlw+BHSy1IYtm2+Xb5HxoujcmW6XVbnWOQCOWsAa41qkB4wa07x0oG1RMCgz5mD3wVjNaD7ILOm9dswLOHYNp1xzEs5MwTm1d3QZmbF9lGGQXrI8ABw02oDNjQO9erIrNEy6QP6ngxDcMf+gkAHRq2phnvVMtoeFvPGwAHNByVRVySZ39MIIQ3agYiAZVH8HnNdPE3IXSUARjvUzTcKgZFWKScjCO9DaLJ9ZsyFWDrDAwGYDtwP5iCCNlcrB7EmtZ975AByEUO4BkuXbNRJ1w/8A9qZEQnQd6ozPwagQhcG1wHCG+EMmDXmEUKIowvMGsBauQGsLWDWcN86Zs2HHMy6lTDggXzfY5m1whTKhCDfkVZFHiZGnZBDh3bnd9wTW3CP8bfA1n1HAwK3oTj8ushGiYFF/Miq/0++fNK/ol5cjzK5lNCvZez5Yhs+lC5Rs9eHnxMQARoqHNFBg1ar4qjLNJDU+v04Lw6skXWllaxyZxFsI43lEgK4Li4sktN4DY8FapzuhdhStO8C4aBBAZEJzvi7lrRhlQE7QNEwTuEWW3xfbIHFFlhsgROuBRoe5SfcuT+nJ+yYNf6Az+IHzLFgupMGsJZGvpUrit1Ys5T1nBjquCG2BSJjdlQRI85jheE6s+bCKvmjRpsEKHTLMgyQF7NsGQKPDcvUBX/Dl/kwSJyAG1CGP8QwSFoZ9dIo269GRxFJ/M4I1nwYPQ1aOW3WUjJRWhAjAQCpLWuVXHRAYqk1AAQM/6KjBCEIK6cYB8Aqaj5URYrTu7Auc9C80m6VIV/euhoRh17pCS3FPsAnIbyPYZCNzJqXCA3247kfQmKebJl+1ReOOjfD8aMxDNIY9t90AHkpCOfBEU0Es9LhvQuez7SkAS7f/JpxecMVExjEplMM7wz2w9JDyn46loB5bs5WxQ2Q9Vjm8Z9fkJJPnzchgzb8ksuVg0NucQA1eGQQUXg0MyiP580o+XIIhNBQpk92FLoXhkHiGGlrmxAWC9YijTwuQB+EnFHKvCBtcJTngCmp3OmMYhrbxh+XZRCoIVjzgiGj3duXkn+bMp9r5R7Jom8VAYLJ8tDSyD+kFaCDmPGiRh4AzFitCyPh5hjyLKBlLZBYBscaio3I06O1xsCssQ2aAF4p3Q/AFoETSyM4yaPkwzjYN+8Fq8Hamnb1gyGN+5oXMGtjCDOkhVH3yWfZZ53gwBpy5DxZhBk72X6diRe9XdC/DP6VMvoezQvnvoY2KK7v1O/Hezm35QKdTDaC9iSYtZId/feBTaEzSqeUIZA0f7Rb3/ni8QUXOKtn2FDIAmq8SdkvOVzTO3zDYEC75BXjcHdR/w6ozNzHZNYsEFawRnYYAzIey6xFZ36q+5ne/y3JjP1cPxOsuVDIX8Ws1Sw40xXxUrPgj+1BoYimts1gBdvFM2r7To8Jg+TyM9OPytzsLoCLWeSIUmK9JmHefDDIA2FjTfq5hvOsQTyE5i/HAMqNY1/Ij0sW5x5A6BzNh/0te+XP8W7RL0AgzYWXErR5vMOYAiDp7YcipLk3uEwRYI3WCtDiQjuDpL5hE8sf0TzM2h24xwe9sgwg0NexVn7W45MvLx1TsBYA4v5U19t1eX0E4ZOHCBRKqP+99B2AtQ4ptUC9E4eqYZCNYK2BWeMGykFz/P6G8iResGq0Y5k1gjWxoj8UzSETHLAhrmTWalC5VTP4td4Xvrbxu3LtKXfJKzqvMPPtqwch4RpiTGBfRui2A2u27AkXu7T7lZqH+Zm1fyd+hs86Y5jprzBXaw2VLHXJmgXEpTSeI6EWtD3CIO2zwG2K18/bkK/mpvM9tuwl+jV9+IbGyXJa59n6PWhRmvutXLDQ4pfntAUGBwflE5/4hDzyCO6XY2z//v06r2AVnr/61a/KjTfeeMxS5usnP/lJefDBBxfMu+222+RjH/uYvP71r5dPf/rTcs899yyYf+yXgwcP6v4oBPdsjMIytDIEAnhuhw4d0u/HvlQwcs753O+iLbbA73ILmF+13+Uj/C9ybFXrrJYxao7spuMza/AGMqj543Kfrpv4LvIH/kxGCoNwAh/TM90Q3WrqmuEbg+9GAXpcKNixYI313Bw7V0YYJI2FXdVs3S7z5Td7rTNrrPZMWpAGn51hkDR/JawFsfmZQI2j+s56i2MaBhlAzRw1SrPRDSWzFlwtBSgrziV3mHmYhtR6/cxqABEorgVrkwCeQQAyOB+qRGnmn4ol3961VV7bsUGX7wktgdOHTAo492UkbZUsMPLC8fPafK8MnMYM8mIac38I1jpa4BzDHLPGz57gAQAdwxCmAnm5OJNAKCeltHPqrHEZPVQ41WkAhh/6D2CkOyHnxM7XWSxc62xJJAbZei/qThl2YmPTcmi0xWUM6polx2yE6IQay4AZq5VWyi6If0zbgr81VcLDcSFXb3cRBWyR9+aMZQBoy4PQm6wxfwzy62grD5xVKuq1IyzpWGZtT7IZIDggq2aR48bQWbQn7d5+VJmzDncAqmxk1kq45i4MMhc0TneNRbrRdgRrI1WEE9pQwAKYNWeBeL/5aJ1vn80dYihkLTuhYC1gnT0yaxUwJqAF5E+65oEON0DBDzrIzg6n9uvHSFMMfctNxbsFa96ZnPrbtWPBGvxYNUs8VCCfXrW13YoxALVGx9Uu6t5OSZwpTRg0uGv6F9AvKWmR7M6YGSxh6JsXrAydUses+SLzzJrbhns/M3mufswBwDCa917UVyyg71/WdjlQ8Ky0zy1R8Mo7rQpQ68Aa+20NOYM1HLMDa34nhoIw2AoE/mnPFKyVyKzZ8FeuxytXQ4FrmsrXA9CzvlVT5ykSSPUD0GIJXJqYDYMcPPJDueOWF8v+hz4AQaAZZdeabNhaBIqvUpfOz6GvmL7vr6Lf2Zy1zNxeBWsuxLeC50uwBaI6TpikDtYA/HhMGODy+A1A89SWQhFyVKfzpQzVRA8Y/NYQ6yMaIEE1TJoKPV3BAQeP/I87emUlyjKQ4bynm88kAHu8+sDy+LuXYl22gn3G4VPNPyqra1s0MmC2dQBTTEhu0d23uszCn8+qLfngswJLXIf5arRq1AA5/YKXwtQTuGBoK1gF4acYfdDPfCGzVgdr7na3/T2GSIYEGLZjzcN+DFBb/NaVUr75fyF/2bS7xa0YmAHTG1ki12y9QU4Dw4tdzJt9RM9POP4n37qXiG/JJp3p8mBLyP0rh5fotKAWQZ9flzlrTwXWokvPx2BGSI4FazZgQcsKcEsNPynzG1789Jy2wNGjR+XjH/+4vPrVr1Y13MaNE6xxngNrf//3fy/XX3994yL1z8eCNa530UUXyU9/+lMtl3TNNdfIueeeK3/1V39VX+fYDwRNXG96ev65f+wyv+r7O9/5TvnSl76kixGscXtPBcYI1j71qU895fxfta/F+Yst8J/VAvO/EP9Ze/w93U/EhtKV29J6hgvCII0/DKcHxAKUwlwY5EPpO+U/xr8vl28/X7419HVdj8xasJFZYxikLQzcYlmW4zJrDqzBGaE9N8ya6R6hxhFT+EMmDBIj4wBrjlnzWmEHhuLRugtTGgYZLJmRecNEweGEKzLR1CFjGD2eswqGdE9Y54lGsNaFMEQUCMA3P0BbQZXkyMDQuotVubp7K1gXs12CtRDU38isMRfQMWs+SMp788Z5ywQgiuCH0+REQLAdumbRpN0nctacxaGsWLVgrYR1zq52Qx0RGUIAe4dy+8xiOBT6uj9B3a4sRtpf1/tW2dx0is4rNAiAeJFb9akdn5cv7f0ichiRq4YCvQGKCSCUcThhRA1i0fkfJYZAsvZa0YNaU3DiaVnUc6O1BcxIeyWwXr/zxYG1JIRoZpDrR2bO3dAUImmrzpri2Q1hkOMozDsM9oe9hG1QgfP5tdNvkUe7MzKIc2LuWqDMMMgJKaE9mWNIK8MpD6CuldQA1mABAIhZfI6GzfzSMWANwvT2usFZjrfqOqoIicGK2twQgIVhVSgwwhyruOd25Hg2IjCG/bZKqjKrjDM3MAKQQYuEUKBhAbNm+jzBGs2pf+oXvnTwTGEuSgz3SHmJoSwKLPb7NBYE83JG8zkQTxmQm6euR73EovSDOaR5EWJqmDWENjtmLbIQcDZumiwwc+DSHoT4oTve0owGx6G9NPp8XkxJzoAdssAT3hHydcz5kN0kY69gDYCR5kcOI80TQfmLmulLCtZc3NhCbKDLuheGn0k45r5yKwA8dtAAHciDaxKI9ylYC2ZXSzWJZxouVxAqlydt+pD0LX+1/jVj4KAE1plEVJPpBhCABKNaQvuANaoBjNQQkktrQp8uQjSl+IO3SRqhb2QVXRhkxhBp4kPulhoAKI1KqzRV20QYJK1W6VnArNV8qEOH/syBLBcG6bNgbQzhqbINoG11Sc46mpAXHDZM98Mo/ZBA+9MUnCYB1oieG8FaYETaSmfoMqPJ3fpOcY6yKwLPKb/ErJn+67XiOVzEWwdr5nnFabTC5E60sXnulFN4LrrrjnmGWbOd1XTTeeCua//yi/+MN4u37wypje+WyuM/wNPSDDjhUqoxV3XBPWNuPzPTtv8vb3XhlMBFH5bQ867WiZrvik/FuQNSgoALLRCeP8cqFTHRV5m7eTzzov5jpPc8hEsfksK0aV9dzvZbSOToV9edj7eNxWnPbQsQmH3kIx95TjY6NTWlIOgf/uEf5IEHHpB/+qd/kh07dshf/uVfyoc+9CGZmLBhDs/J3hZu5L777ls44Wm+BVGjs4T86QsuuOBpllqctdgC//+3AH4yF+25aIEg2BJaNj6n7y02VFG/WEeG5FQW9Z8cs0b244WtL0YuQkKOwhkMgElaHVk3z6wxDBJgbcbK9DuFPAfWyKy5/LYKGBwaR1BpXgCDZ2sl6zyFGkL7OHjtwiAJ1lzOmhMX2WND/9qLWQ2D9APo0DwsmguHlMV6yWqN5eOSSmJ0WWdiRNjmyIRwAkvAaI0He3RWoAqJf7BRZGBoSZcbqN8wWuxfAlgA5xvgj8waQRsNlcOQLmPBGpi1PPKxvMhpcsbyAb6IaaNAEk6TZama/PvhWBonKglwF4KD6sexFxSs7TerYxdUSrwBCobN2MWf9LwJxadX6ryc14xo80s5s08+tWRC/iE5IN1gUwbhv0ygyHW0OiQ/3HyHXHPyLdIbs94Ulq/5qGZHdq0fYWVmO1llFYE34FwlAMgrfjjC1nj0wWpGpmZul2kvwFoD2KHASDtybLJYr9wA1grII5qzOTo85SAYkR+c8l20bw0DCV7NmSMbmgWzVgFj6cIgK/4UcoOGQIyaYXhXrDtp27C8AKwtk2moOTI8tULnluGPME+0Td9rk1QCNR4ir2sAzb3Uv13nNb44Kf25sgmJcWAtGoo3EhEAGqbv+6YtWDuWWTNEGBrf3hzYSWHjUogjgNlqeXqwxuM5B3lrtH86+iV9X9nRLx0XpKTteRBUQBhwrZwVslU0f6RT35/qhaqQOYRRVhEGui+Qk824zK3pKQlmTgKzhD6bMP2BaqblgnFoGAZJ0ZVqmLUGTZ9mnT+1MHK4rFDF0zFrNSteQcl3KlD6Y131QwTkRBua49eyFQRrYNbCobNwz8SkHD9aX3blmrfIlm2f1b+lrWdCMAdgGs3fZFnsCELwakUUpw89BlYEJ2fBWhA8bxHS/dWDd8rU0O0YVCHgN+eQhjpJGW3oQ2ioOScD1px8fw15vh4wXbQaREayDcWifR4MCqHNmc9bZwtRFJw2bms63nYJ9ov+fd4NSTmU3oci3xk51bOci2Ad9EsUqa+yJqJ5HOj0THRIgjOmbxyOP6rTmG+ohe71G47Fhuzar3iuo+4l+rMvZ+5dTnfMWi0yD2RKaTCbULsMoTA3rTSH413ArIHvLltntsUe1PxjQtfhC8NDKWxD8/ZikO+Kf5bQ234h/os+IoHuNTrdMWu8Ri7oQmfY7qOfzS2tH3/Viws/rjNrcwel0mQGKAIUVLLmrt1TMWtcrB4Keeh6txra1Dx7gzbpcjEMst40v/UPBFF/+7d/+ytDFZ/JgTC0kqzVunXrFiz+rne9Sz7wgQ/IswlzHB0dlfe9731y8cUXy2tf+9oFYZl/8zd/oyGPP/7xj+Uzn/lMfd+zs7Py/ve/X1784hfLe9/7XhkZGdF5ZN6uvvpq2bVrV33Zn/zkJ3LVVVfJhRdeKK973esWMIn33nuvhnMy3PNNb3qTXHrppcJ98lwXbbEFfpstYH8df5u7OEG2jRpPtLQN+3EsmE609zFHcXNwIBxYqyCn6M+Wf1QZhGuG/xnhclEkaQfllC0Z6e3NyPegSDhGoQ4AERql+2kOrDFnzW+BlEqyYx6LctN8DTlEOuE3eCkwlwIWbBxNhm+ggiOYTon3Y5m1nYlWORnFrFvBCA3c8A7pSL8ZS4YQSoi8EziFGv+FKRP5DhTbHpYK5LG9mOfAGuuV9UEkY8JvwFpTZQ4M0ZlwtYwDFk8D8TTYEi9HdYcA1uDcop3rYZAAAw6sZcGs5VHAl6AO7hn+vJJvggNoTo9CahIAy1GagQZe4IA0187WPXTjQZ5BmzOskAqEh/MHdDoPhQ/5Iry7PwKpEYQz3edfofMyYE2c7Zm5FXlvrEeGWka5PTIQOAXnH5BWyOxv775Rlq48Q65OOSQBR9/L0XTAJoRCtuZ+ppsp2NCwOFQiz4g1y+0NIVZV7L+5PCL7J+6Wac9nAQLAJFhTZg2Ai5b1ByRpfb482EIH1nzwVP0A0F948ia5esvbUQSB9Z1wtQDWyKxVEKroBEZq/ilphnM9LqvgJFKB04yYd1lFzXptLeyPOWtTYDq64DSTufPDGaY5RUgBu+bxGIaO1zUEMNaB8zvWqJ5II7PMPp+dNOcXa45DpGDes2aIIK3OrD0VWLNkBZfNnbZacj9YC5TB7cxvi/OOtXNazhc5KHIgt1dnnQRVvu6LzbHMHTIMVWlmv87zPw2zxgWYt8ZC6wpMsNvzgUPz449KZOZ5un6NCjqYxqLulQIByjIcHpk1si+8HoQdvGfMo9sDFsqF7RKssRahmmUo+Hniwc/K7O7vyNJL/g15aHiGwMH3x3qUzfHguUXA7PEf0dVYf439ncxaaGKDTssHH8MdvNDp4owk6gGWlVnTO1tLa7Rl45gDVhUFv1XRMWBYl2AezCD6axl/ExncR8BjTro/DdXIcmmu/t0TNW3q5PvJrLkwyFqpFWGQJiSST5QIgKo/0meYNbSLGkMYYJMIs6sgRPWhlowE1vrkpXta5YFHsW90lzOWv1aXceqoFZRCYNCvs2J4SDI79+HrSfJk7C68vwuDZlMSbXgWqhKnW0Hf5/D8CaN+pBk04CSXs1aNzqMjzVfDvHBXv8wgaqGcQts0gjWwxsyDVDsmDNJMNK8jt/0p+s4jELG5Q8M7OZUDIv6Tr5BgEW2I27+RWbPjeWbl+cPBgZhJz+TVjoVpHmwwuVaKM3uktO1SFKXDc1AH6sxxz4M19ofjW7T/RThghJMjb61t27t1Ici64CnUpgOXnICu/3tnNw/65S/uN8+/5/rkzukuy9+ePT9Y8Ots/41vfKOQlXrDG96g+Wvh8PE7xvj4+HHz2zgQ5GzTpk2ybds2edWrXiVvfetbFSSddtppkkgkFOy45X7dd4ZHnnLKKZJMJuXtb3+7AsvLLrtMvvjFL+r39evXox5kVJYsWSIbNpjnF/fBnDkCsJe85CVCto+5dA899BCiF6ryj//4j3LllVcK1/3KV74if/7nf66A8oUvfKFce+21Csjuv/9+Of3002Xv3r3yhS98Qb71rW/JFVdcIcuWLZO/+Iu/kEwmIx/96Ed/3dNZXH6xBZ5xCxgv5xkvvrjgU7YAQmLKXXGZbsroIg5Q6Rf7g8O3AsAaARutGzWZGBoVhsT9VUvfKVf2vFGnr1+dlxeeldfchEaBkaR1Xt22mZPhmLWy/SUmIKT5EC74bO2pmLWwjXkKlePIWTNOu1OC3B03DnYc+7+ua0QKWfPj3UQkBSfQ5bU97jsNnwFkXtUBRwOlAOrMmiAHqwZnv1MPvzObk9b9Z0Au3TAKsfQ8IMkeCUj4S5fochoGSWbNhlP64IE4sJYJFCAKYdoDS5jlw/MOFSdQvp/mCe6XVvujgwwxALl2nW6YNTpvMPjTNZujA1wNpmJcYvhHS1uWg5+3Z+nkwRnH8tH8Tv2sL/5xsCjfl39ZfZE0Jfrq0z3elPR4BoG4O6A2bhxSdw3iwZi8IAGBkcZcI4RKJlE4fRQM3qwHzjQUIJ1RYCQK+W7WRk43MABpSJ0X/CEpYFCArBotBFDVP21Czij/H0JYYgb5RRQRcGAt4J2Ulqo5JkHemq9i2LK+hHmE2BJRuj2qQU4CXAXArDWqDjYqxXktWCuADQyiJpTLx9QN2BfHJLtaa+ERw7gE+sBeNDy5vFZEwTttnJRfEhjhGAfB3UTD1t3tYTBPw4xf/tgd6lXGm3MAQ6C+ubG+EJk1WhEF0mn+p8lZ4/zTEVJZQEkIWhva8HTcHqzVF549U6fVWtFZYARrZeR9cnBBBdgZBsmSBDQI4HjB9hIseEMIg7QiHguZNXNt6UDN7fshmJw5Gbr5zSZXCpvwRw1Y0+1BLMfjP2o+ot8wDJI5a94xwwblfPcDPMzfd7ogXmJxqJOi4LurtcaBltaMuf89oe0ASkCdTeZ5FJgzz7wS8rqmKkARsDiYeVoK7VECWPNXIEKEfx6rourk+6m26bFhkNVCCwZamM9KMSEMFiFUlACZfcWFQepG8TIO4QvW+6MS5L52c78PTB7U2SdHz9B3c9ejlXlPu9EbzAlhwKiW34jBiznZ639YlyWzVs81xRQ3SKAz+R1Ao4TyI76cecZwep1Za5Dud2At1IYakwiFVGatQQikCkBYKZrfEVRBN2a6hf2CfQFwZ47cLOX0URXzqc+wH9zvwjyz9uzDILlpx6zhwKWp42TdW5EDADBElNXNgc2nCoPkgj703UjP2SogVZw7pOuWrbAKS9/QqhZ465ffkxeOpzJa5bfxF2gMD/8124v5nN/4xjeEzNWHP/zhp1z7O9/5jgIxgrHGPw5gOuO2br31VnnZy16m4Obss8+W1tZWBTiHDx92i/3a72TLUqmUbN++XZib9u1vf1ve/e53K8DKYZDkpS99qXR0dAiB4Ste8Yr69t/xjnfI5z//eXnPe96jYPHhhx8WJ0JSXwgfxsbGlCnj+ZNV++53v6vAkIyaM4Zw/tu//ZvmwhGgEdzedNNNbvbi+2IL/FZa4Bm4Kr+V/f7ebbR66jKZXZ2Ue498XgR+zwLn0zqGdAboHx9I78f5t8nmxOanbYfOYDcK5h4CaEuqk+gSy9uCBkCwBhv8brWKHfJkWA/Na5k+8+03e63XWWv8AcAOYhHj4oSLrQ3MWkF3sjsKpwmfYlbT2wfHn/LYIYbrIIzPsFsl+M1bZEd8vaw+F07/98iIoS4a1oOPhLphZbnJZ5y+l+5aCTLOJwP9RyQ5jHyl1Fz9ZEZuAMNC3XcYGTXNWbPtAL4G2MX8eGTBJsWsJDTBB4+vEuXxznsXbc/LSrC9LFkIb3hsrhCdJr8FayyKfSjH6wbjgaIJYthHP/JTKjlQNpUVOisL1UkDKUQerj6p0/jiZaewVoCyHeW32Udmkssw9YDOqYK9u7xyn3wFkvgjoT5Zj6nlEo8WIL/WJv9r90oU557fDpkK5qulPJT0B3tJcQdrDLGt5WakDdGGcwE4+aaZZBIgtWMa0xAK2YEwRxyYsjQRqAyunyxKD2T1CRYn4IFTOZI5hrQmsJdtNoHk0tk9criyChdLZHWSjQGz2+dHr79JZps3ahgkOiInGXOFsfHN48RHEMIYAvBYcL/YxV2pCgrszJZmpHeyz8zpxSU4atpFJ1hmzedy1o5l1gjs6E82gjXThfX8zUaf/pWhkPuyuyGnvkaafGhUa16AaFopdUTz15iL83TGezgQNKDrEv/Z4LRuhHz5DgVrNSRS1Zp5sLwmAGv50TpYdjlrOg+MvBf3F8EaneGSz/TLBWDNPhcKkzu0DABBJR37kdvfo9snWAPlic8AJejQgeDd0nzB90VuHsM+AbTDmD9kHibF8B7D/vWeo+u6l1gMLKtvAPeemUKwFodiKc0f32NyzlCYnRawuauVrjUy7TOOT385qfNSCAstlZB7hpDpKpgmOvE0x84wDFKswMhEqijf76pKqTMivalTcK/lFayRhf0lsBZsw3UZkEP5PjkvbLY5ODcgbb0dGBBC/+U+LEBDF1wA1oJJlAKYXiFTLfdJEXmzHDDgX5tliXVlAGhnJhxxHGANg0ToW548VDIhCFPPWYvYC4IV6mCtdSMYzKpw0Mldd26vhuctGUE100TmmWOm6CvZ2BpC6mkUYDlWIt9FXLC+JGEkw+MbBzgaIqN5cz9j80BYSA3PrkDCPPNyc3j+wRrVICsF8yxygxm6wHFeolCFzA7dKWmEQraC3a9UuK21ODzzbG6IXD/O2v81J53fW5bzX26v7+/YKZCRInP0pje9SS6//PLjHh0ZreOJhLS1md9stxJZtK9//etCBUnmrd18880KBk899VS5/fbbFzBfbp1f9U6QRdES5po5I7P213/917J79245+WQzgODmufezzjrLfRTunzY0NCQrV66sT+cHKkMODw/LD3/4Qw2NfPRR5NcCBOYx4OOMjOPmzfO+W39/v5B5W7TFFvhttoD9mf1t7uLE2vaUzS9z7JeevXUMCaS8GMXenTLhVNuaT3naxulE3hYdBYbfKWCz7FmLBRCs5+Z+lJmzRXNqkH6b6/S0O/gVM50aZKAh9IerxG0F3AjAWjtAh+B0vDPmYTbclJBZf1AiRTNqHiw3aS2uUBXgyA7zFgMTEisk5e9WvFxuHB7VoyhaFUc6fEurowgdbIXDKvLiXafBUavJri4DfEKpGV0+cwjsz34oPlrpeZ5/BcPtdYER1LFqZNbaUVjbmLkYXoRfNlrzprwsvRyj+01JAAlzLsy38lnQSKnrofwRKCQWoeCHMDawD1t9y+HYwt3NAwUAi9IY4uZsRwgMgsUU5SDiJa1lAM76mpbrt0jz/I8FAdbWnHFkywrVsLrN+TuCtk4zrBBtYpTr8A5mrQ9gZ9qzQbcVrZi24Rcya4L6dB1B1MNr+GEbjBgnYQ55X3ApdT2KfdRQiPgDD0zLkuwsJOTz4Ai6lYxyzFrCMyIdpRFdPghHbNrbh3bC/hN2Gw1gjQsVVlyhzJoHINdZPQwSEzwoJ8DQrwouOMPhFoQN2xXmmbVpONz7ZNXUOsMsAkc0iiW4nDXXB2vx43ifHN/I4FiNf6tgW3cz72/bvR7/7byWC3UG1VobzRswzDKvytMpQTau42pJvTR2qU4OzC5HWGRSamvQiRRAmeeECYO07acCI0AUNOSBEQPX0CcNs2YYxQVgzTYB2Rdax1mfkOjSCxCaaPqIn4XmLchlKGqg1CbBDjBotrA0AmQZXaxWjOyTmSf/FU71XQsYNtZd83iMGiQX5L0byfbh4qLgdfOwCYO0bCDguKwY2ipr7ng5WGVDF/WXzPsc1FJLyOEKgFmrQGmW50RjGCRLJXxr9lr5ch9GamB7x47KDQDeD7a3yxGI+nggZMJC5MxvdNL9uiBeRkNtMjiL+oMYZEhE7IXGbXFa4uz69Xe9s4wwyAb4LyUVnvl/7L0HgCRXdS58qnNP9+S0s7OzOUi7yjmAUEREgUEkIx7igW1wAD8bjHkGI7AJBuzfGEx2ItgYsJ/N42GEBUYCJIFyXCFt0uY0qadzqP6/7957emp6Z3ZmVyMh7/bZna7qynUr9Pnud853POTH2Xf1/vJeo8obD9T3C9ZZoxpopP996ASyLJwyajoMSveXRh8xuY4MNY104AhMp8j0jeibKAB0kxCM8THF+y/Qr2ROr7DvDj1NA9YaX9wIhGGNsT+GxvB4RjA0zJG05rt9VTdmHW3EL+wys71ol8Tcu6uYse+2qFMJ5gLKrIXi+nzMvtX0imuNKuT4Q581uZTVmv09ULDG2pkte2ZbgEwRwwUZFpnP23dL8AgIlNrb24/4Cy7DMMNvfvObZlIY0RMES8yJo8gI12UY4fEYc88IKIM2ODhovh4tb4zAUY2sHy0YtqnzCFRXrVpl8t3Isl1//fUyMDCgs82wra1txvcQOqFn29aMhVpfWi3wFFugBdaeYgM2r27kojFR88vMfDgxNAvWomAJrMO8Nr3Ozpjjk2CNlmsKE2PPfhsKRhMYariLqimyB5UWXgRm7XHXY7qz5Lw2u2lJuzpryXKv9D6Gl+CHwcLsgBcEO4y6U+PxmCRLlnFIVBFyB6c8ArCmeWfVyLhxzLLowf/Sk7vNeppr1omcrxuzMdmSPE+et71Tuqew/QsRnhADIIJ5SN6n0tiB/6QXQ6fWMjcEa2UUca42pPsDYA3MWtL1rCv4iLtcK7ORwEcYoVPieo/JOITD1qGMxxMg02qyu/ik5OpTyM+JyNlJC5JqCIMk00bTEDcCqSJCN88XCxLz7bZ9uIzv7W6AtViyB9/tDVKHyMFg7kHcO1AC9E7lovhFsT8M2wquZx7Kl9OhkHWE5C0xSpBctNO3bcRx5qyRWeuDUzYOIKY2iVy9Ao5r0oiM2Mc/nlojERRRv2KnRTKse3XIuxDnyCwee2xt0XHpL9trNeb1Ih9opSypHAQjY4L0wPTMdKoOIrcuBnAZngHWeuTvRkryFsSOemi/OqS+qzjnOJz02Zk1eOUwMms7cltl1fg6yfbh2YEjGmQJvKjdN4ti044Ig+TEfn7ALAnQuF64xAuyszrOlw+t+5T8xsjvzVhemTVOnC8EUldc0bHajC5Pnm6Gmq/mnQYAC7aMZpg1AADPhb0yX813wMeDmijFC5VZC+asEbAZc7dLbtd/4qEJmSLEg8/7JEDUWjObAiINsMGwx/IgmDcIX7iOCtOWeOzrFN8B3Z3bebPsufn1svWrp8vofX9ptxHrhIjQVINZi2PRWGk5GJfdYObawawBGDpGKZY+RQYmVkq0GJUlEyvM+sMl+wwbsGbCIHn+CNdzCoL7SnvkjQ9dJ1/Kf1fu7J6SPR0Py4bR58p7t50j5+btc4mkMMOsxVFEOqoJVWbrZJRT8nDedrx0pWy7JispU5zcRUODcbL3DsMblWXj6mUnR1+L7TBbO4B6lywjEUeNPzW9VvzOOnshhFBXE1vMbGXUpnPWLBNAxqyK2mTxHvvuILNGQzl3M+RHHcCRZkJPeXi/g2t6QwBoYVJ+3+1cxJhfOdKh1k48BWtVgDX4lNM2/Uo4KrNWgXJorTjWWK+WfdKM1xHtEXVgrZCbNNNmgDWE3dLmY9YiyX7pPfcPDIt64MfvRCTBHrutE5hZMyf4LP8gI8bctJtuuum4jnTz5s1GuIO5XEFLp9OyZMkSk/MdnL7Q8bVr18r3vve9GYvzeyQSEebJPRUjg0bxE7J0ZAIJ3MguErQxt61lrRb4ZbZA8PX9yzyOE2bf49VRcy4znE/3nDMM0gOLEXZFiqOBPIXZGmAQYZBqM8AfJrI0wBjDINnrCqPcsxmasBeCNYcezNTj+xifjMCJqMnH9395xgaSiLevgQVKl/skQvUMmAfhD57maLRNpuBwJSBSEQawiFeYHwXQgzg5dYxqEdu7vx6J9XQ6aSWXs1YHyBzz+7CtlLzuQedhX4MctpB1COjEZjZPGlYtsZSiIfY8CdJKOGcVWqEAA5k1slCU7Y9B7p3moRAyLdXlvFnzzX3ghZwqroJEvd1XpLAODo51ChNx2/3MUMipegYgxpNz2i4wK1YZBmk3C2BqAU+NzBbsxenLTXHng2HrxHGaJ3tkeWIVR435DtB4cNRrkDe/pJvtbvdnpRsAgt32w0AdmgcWgfc11L4BLJd1/BgSqUaWToqo3YVrMRqQ1J6KTUkOBa6nANbqjulMdJ8h5+/sQaiqXZttOi4vAxDmsdqJyeikDJZ2mQX2RTZCer1Llue3m7ppFdyDMYRNjn/zrVK9/TNmmYOQQ6YaZNg5nmYi6qzd3l2Vx+CgUuWNzFAZ18Ywa7ifm03VINkBMrFvTBLIcaoO2xsmKDDixWa+xvz0LNdW5fsVz+rjYW/f5l3P+v3avutkEMWXgxYMP1soWEOMl7FI2N7fmq/mnYq8NBdax/uX94Iyk0ZgJAGUCvNQ2MKrgAmKg1kDsJk9Z40A4gAk4h+BBP95CC3sQshkuwxf+xUZuOTDRpZf69OZTokSCpwjd67uwKFM4rpP4S4fDsnKV/1Ellz+19K18c1m/7ndPzRDfsRx/TQMshu3PBm5RP8hCJl0AXVArOSM55tlI4nlEqvYe7o7Z8O4u5jMCcvgmaHACOuu+XEAfIBA2k9qT+Du8+VXIufIX22FCv8lo9i+Jxt2/zFOzjUimDVlNNsidvtmZXywE+SHUF+l9aZt2yUhinQe8gbdba19LCDGEYKqPe5411S8ZWa9SGSbGbJsB6Mc4uiMUtNrxe9sazOMWOCkjJoOlVkrsxg2jPlqNOas0XwAZjUqctIY3mjsDHyutqP8ZGdV8eA9jQl+FWGiTdb4XXCPBjvxZgVrZNtmeVy4Ob9Wkl3ffqns/t7rG1uv5bbbceQq23qKuBtztvMxRmrVGWus0Y6Ws+YWxX31PyU5dDGY2x9L7tBtZnLE/UaeiAIjet7P5qGGQzIM8Hjs5S9/uZCBYq4alRl37NghDGFkfhmLb1Oc42hGsPTjH/94xh/LAbz1rW+VLVu2GEDF3DWGU37+85+X6667Dnmm9kZmOCbB4j6EMx6LEfBxXSpFEpyRVXz7299uaswFwyCPZZutZVstsFgtMNPLWaytnsTbIdtF1os9vQ1zjiF/yhhyFvLtS0ULWjeWaxrpD4I1Jy6ii/RE+yVTnUSnufXiG2DNwBM4AYsA1sLZPskmDkg7ak3NMOyygLC+NjBrmqtUL5ZkDC9LH734WXaxw3pzCGVkjzHOmR3EFK+g1ZC0T7scPkaby8lSgZELEm3yV5X/lM/e8//J+XvQ874OYGtZHgWoLQgK1aBIeOugWX/wBaMNZq1CZg3bMjWKMJfMDXPWyCJRwCUEto+mzFpHjwVvZiI+Erdulb53/Jts/NE10oleexIU4exZYHDgdMJSiZQZEqxN+ONmfH36HDOkU61grYwyAbQyQrvoB10w+FJZlzpFDlZ+AeW6KkArr9dh1NtaycWM+Q60h1G0l73pl4BMbI7+0R7yuizDPMsWxMMo7A3GYgJhkJ3+HiioWUeRG61HkJtHZg2nPREHMHLAbCpekRL+CG6rSesgJtIb5fLt9vy4LtnKOBiICELiVLofBbRQ487++G2PnM/FZKS4U/w996IwMZLlEYJ6+OATUr3r7yDdnpMDAN1RMnNgvbxCBXX/wAYhb/CwK6LNZiD1j1w1AABAAElEQVQzwfp18VpiVmZN1SAp7FDdbe/z2DL37ATeXBoGyWMy7BNCQ48wh/uPl1k7YntuAotiq82nBKnLqXMc/s8OsJf9Jl+tmgCKxG2tACAEsG4KbSt4MmGQFqCEcP1JxrL9QgA2viu6PiMMEs2kIZDpkasau44iV61zw6+i08KqS3IGwRqZNYqkNMDaPty8NGBTsh/tq5C4f+H7jJpkrWA7pDib9asVrPXa21JSS7MIJ7adHPUOC6AiAEkxdODQ+hxYS2XsM51Frma+gHICeLZNaKdj1u50eZ6vqG9ECC5yZTcAsC/BvTv+QpDf67AliJGgU4LHR0sFQhT5nWqpd8RXchRhkPb+6fMH8OwtbzCrKCFvQphYP8+dMa7BQakU7TsmFnrcrP+L3CNmmIxNPycsp6BWawJroZx9D5BhY96YisOUUUSaFuvaYIaRDv4q4FipcOKs7p6R2URduEjx4L0QGEFnDK4hrX40Zs2h0iqAaGhGGKQ728DPlNlY4CO38xawaochALK5kWdXy9rjr4fSUGRFQXEwtCWXzxPMWWOheBrvz/mMYWmDz/lzw8L5CKulRdwL0G9+Ec63sdb8RWsBKihSsON4jOwZAdfQ0JCR11+1apVRU/zhD39octc0b2yubRPMXXbZZTP+br/9dnne855narZRaIRCIpTOZ57a1772tcamCBS/9a1vyQUXXNCYtpCRKHK7P/axjxlREYY+8hzIBFIpkoImLWu1wC+zBZz7/Ms8hBNr36x9NqMgNk/P/h4bB5zFoSN1+wvZUNaaowmCvfjKMuiiuo9snY4T8k+cCiLzEhhuGH6KmdnZHLeBos/IPfnoyJt0t2ZYgix/DgxNurgEP+aUWsaPa6Uoh9ttr3MhZkHDUMb2oIegHkjLxOLSAR+mHrI/5PkKHFXnIlEVkDYIkOsXtkvyySvMdwGrRmalAOl9Wqi4AalYQ5JaVZJa5YtwQF5pptui2GbUqNOFEILnVSAYgpBCspx0AmkK1uJGyMFdGExP3LVTQmDixlePylj9Vknv/pBEsyNggOBEw9LIxaPdOv592eidZcYjKO5NqxWwjHuSkgBctCLCs1aVAKb6zpP1+Y1yb+ZncmHPhDxZ2CO74GctT640y/EjnEC7weHxktYRPDd+GPfKssZ8jtDxHADwOljuB0OZw5Qu5DHSuT0DLECHLCvfDQ9w+nEmaKkXR6UXzNpOOO6sixSCQ5pEXkmlvSqlDAB1F5x/HHocuWAX7a3JGJT7elCfLwQklUSobqgOAResSZAdQh5iEuGhSRTaLoSsA2bA2u7dyDOCqiWYtf1wzEbgdOce+76MViEMQ0cYYK3zUz+W8GhODn/0JTLmHFEWQOY1KaH3vmfOnDXr8FPYIbHPOvrpFWgrWLCjI4RzVJs1BJIz7a2IMEguC0fVdaCYm1dXPo5hMMxrwczaldg/CZY7PNTn+yFY8E7JL7sDt9CFSPyyDngEnTNVPAeGWcOxEsSpw0+wxlMgsxaOJfA8WdBDpdWGdD9uw9xjt5gzSgXAWvAUp3PWANYqS7FBsHUuP9Xb53K4ljqn3q0YTljRDt1OB1hbBWspi4ekYwU6WAr22vmsQwDEFybTXrHPRn8WnTywlCsvQnZ139hm3C2rGmwh6kTLZtRwOyV1uvRmPeRQkqVJy8BVWdn5NWwb9dbQAyDhZB8wi73v0yh90jACE3Nb2M6WT+57h3xOvirLQyvtIu76k+0nSK14y/GM2fuoHj0glex5Zrl2b6sZToO1aXA+Iwwyt98sV8X7xljGvgMNWAvUWKuyYwfGPDuahkGyTIYa+raM1ZVZ0xluqCGQiYFzpXjgrmkGLrCcPh/VKt8VaZOzNoNZ01eFfawCa06PZp74ZuPL1Lb/a0I3a1Nb7LQQ3+mIWEAoZHXcHvusYZCBzozGxmYZiaaXSv/FH5Sxm//SzA0jpJ32FH/GzDZaH0dvgQsvRGkcDZ9uWvQ73/nOjCkPPfTQjO/BL+UyftgCRnbu5ptvNtvetWuXUYMk+DmaXXnllXMei65HCX7m0+3Gbw8BFUFW0Mi+cRmqUybwe9x8bitXrpwxLTj/hhtuEP7ptsm2BY113fgXtPe85z3Cv5a1WuDpbIFZuqCfzt2d2NuugpGYRM2oruaQLucY0BlgCGSvqyHm8MmcjaI5a1xAWQZduMcpQmbqh8wk34E1hrDR3Y7MEmMdv2e3hPfQ7ZnfDo/Zl1Q1fVh6Q9MOCte8HY5VIWZ710efpNcJxghCH4ddraxI1Do4Hbl1ZkcJqDnSJhy7pWBtojwgSZdbV1YRE2CyWgms3fhzwA7hBxu4aBw5S6yTZix3uRn0X5WRiUf/AcyXZeko2V9D2CXNhPwQrEGRLQtZcBNC2ugFtxcj2jUN1LgOa3T5bVHZd01W9i+5UzJQgQv5CQlv7+FsiKoQuITk4ez92L71SsMoxMve7WAYZAp1r2jlcFHO8nvhbMfArJ1qpl3cjdpqbX9lxlVghF+0uK6HAse0Lgh59MWtA24m4GOotFPOiNMBRKgkcpZoHQBQo74NlT1/YjdQV+BHi5QHmLV+ALwpACSGVfqQfVsB5/62i3Lyocv3SskVX0v/hPelyL+c6gAxrmUS4g7sWAjBgc9i/TB60Wk97n7j+Ehpt/i7UasGIZ8EaxPDF3KybN1yO1gS92rBIUW3jwkLVo8VUTQY/nAIveVROKfMWSsiBI5iLT0hRVNmE+YjHQbzhH+HKwek7xCcc9qwHQQdz2AY5LxgDeDUmHsmzYm7ScczOK4wyCHs6SY0+IvxpFat81Id2Wt2r8xalEWemfOlOWusswZ1QVrI0dmWWUMnAjtoWPQd14p/NB8Mb37fTwEGVoDFWWumHfHhxEx4T0Wry8zsBrO23zrLLuWysWo4iY4PCNBonlR3uqMh3c+FkDUqnasBzByzVjMwC8eM3FUNg1yatZ0cSUyjVUJQh808acYlgVxTvCfv70KnDe6Vy3uuwb5s5w6BcQeEgMLtO+2yFBcJ1LULMmtBAZo2dG4c9vB8wIbATBtz15/qvMUDdxvAqWGQkpqSMt5/HhjLHhkzi+8sbjfDlGP9+EWvFceZs2as2wJRGbfvR4ZB8r2iVkMeIi2Csi1mqGGQ1WmwpmIijTBIs+T0R8Hkq3nIQ7zKTJxtOfUxmWdL4+MYbBMNxZ1LCZKsbn7vbSbH0cOzP7X9/xoHV8FazVH9VISsOv3b2cGa7eQyBzHPR8eaX5Hu83/bLIVUVmP1E1C6f55mOOFm83mmYuJ8QO1YTpzbHBkZOQKo6TYogtIsBKLzFjJctmyZyYNbyLKtZVot8Ey0QAusLWIraz0oZb0am3a4gL87G1PnyPrEGWaW9n42lmsaGYjZ3ldOVmU8XaTHKUIerFonxEexZRqZI4YCRlCoOWgewnI6Pn+7tH/j/uDkOccPjdtbw2tHyJ/74dSF/2HPDyTv1A0LcEpQYtrMYr5aGhXCwjECODBp1RebYQqFnaGrCLAWMd89wwwB0FQGpM31oGodNKoq1ieQA4V8MW8NFsdpGWYNoVI0r7QWztoW8eI3m0T9kJOrJ7NWp/42rIpkK4+ooMyi1mDWKOvthBu0zlqkcyZYo+y73zXtZOY6bzXb8h62Xc9h1CpbGreOXi1k29aDwxJO9IFZA2B2bdSZ6jLrVQBCzkucbsbXt200wyfym2VXcUdDtt9M5IdjU8QVA2bv+3ldQFkBOz17rywZe8BMoUoljVFQOwrWqV6VfUI8OLpqfgrHjdyWPng9GUyerD4XoPdKWQkW76fZjGxDMehHSveYxVOHIDOOsXtWPmqcVsOsAUSEAajo/OejNYBiu+0+bxrsr0iDvTv0CyCDDMIgQzJ52vXiLT0bEvc5K9uPbUbqKIDtuscnoMxHS4JJo1XA8hXAQNIS9UAXP8mJO3B+CK3shMrftvwTshrsXxWAhKGCtGlWGtda2w/T682y/WZpfJAMJKt3BFjTBY5vyDwwNc2d0u9HHfJxvb4uoy/+cxkf/oJUN1knXgFAxIXfao4lQ+78pL2/ww6sk5lkLhqtjk4JPAF4Fu39UJj4GZ4H1NobudrMn+2jwazhRmIYJE3BmqdgjcAyYLzfaTWwtrSBzsEGs8bvfnyb7Irn5O6Qbeha3YKdEHLMNAyys5QCw55ADqJ9ZzEUdgrKpcYSFsDd5Zr18u5rG8wRyyLAR5P2Tf9plwWjGEnZzgpOSKP2V8MAANVORa7Zn2z6pPnaAGvueSWzVjhIsOahQygiUx2bpbb2HqlM4N5PHcQtg3sQnQaMV6C1GRVVM9oE1uz1Cw+ssDMzeE583JsIAdZ8Nc4wHTsYhl3oZtSFQWpHE5epI2yZNlsYJIEZcwspUBJNDdvlDHtmRhsfKjCCXwMzjWGQbLuG2aafsyD21Nb/gwPxETL7OmHxapZ9yO38Ph5a/B7AmHNKI7NWq9sOh9nCIIPPh1lhno/OTa8yS4RdDchZ+hzn2UJrdqsFWi3QaoETrwVaYG0Rr+k0WGtiCRxu4u9blF2ZLs5lPrDWjppMiZB1YmcIluCYT2+3+VKf2PHHyB1AGr4ya/iBpbIYHTcBENIfu8huMCVYj2zTQmyf9cUk3pHFL3PTGnB0mLNGq+RDcLTt+EE4rpfEfiG5uGW7RqasoxADqGH9obxT7YsA0CH4CGGKBGt2mTKYM+MQ4fBi+1fbHZ5iB2xXZdaY8xXr/4JMPvp3ZmYIdc1ogBOGCTLjuKup7xHC+ecQYmUK5jbAmgNa07jG5lOh1EGNYC1umbRC1x04HmS07HQeDoDFyuRasy/syhoOnfkyVYRB1l2z9qZsz3olVJSzey43y7E2FxmiR7MPyr7i7hn5alxAHXRpJ6LAuUBd8lyIjATtnMrjMrjvJ2YScSiNztcOi3VkRWEbmJfpk6qn2swyvQhbzCDfzJc2/KWlNIHr41mn9qf9p5tlcARy15K4rK7/AI4i2g3MWlsZOSlgvBgGWYiCtXFgbQDtSSODOzwIZ9EwOVnknXkyFklJ+LSXyZbUyDRY8xmGZS07YR3ajrI9zkmEw+ZDbn7wtgRQky/gIv4AnRRkL9HOKyZWy2QfHHr3xlJmzZBDAWlIP43nay7jY2mJ6Ol7Wq/lXOvMM/24ctYC26wvL8nhNX8q4R6cJ0w7FcIACDTPKfAYNUgNIdWbDWBNlRN9MLnMWTPPPdbLHrzFrJ9abtkX86XpQ+877jNctGyXKpPKQTR6Cu8QexiNNRkGSWMuE21J58hMsJZ4VD6w5SPyrskvSxGMn1/Du4GdJ2UUP0cZD7VNE9ifE5Egs1ZGqQ2al0hKEczdA4ki1EdRxw/5ngpalMVMrd6FkOHbJJT4OZ6/6Q6t9kCNOx/lNaRu3w1DmYfl1D57r4dL7oI33smQ59//AM4BHQ94oMa6d0h1KWpF4n6OpOx7rd+V7+DxpRw45ngwZ62a32dyrrw+PBMwL4NC3szTxLgfKIht8xDZyWPbMdyGdkb71ILMGkRWaLMxZoX9P8N5gfkeugT7syz+bMupwIiCNUr36zNjNq5gbfqSmMn6YUIg8ZvSvublyFd8qZk8dv9fIezcolz9XYl1rkH/mn2fxNz9yYVVYCT4fOi2jzq0WB0hs3YpBYVHXac1s9UCrRZotcAJ3gLO9TnBz/IZOr2xqnVgmoEVnU0amTX+yPnO225EIdnZs34OOvn+rogFEbrQpd1XyFuWvUNY/6csU3CdrXNPVqRGygWWG/XlU387KD/5eVoiGv4IFbmFmIZBtneCNWsCayvDA2DWRs1muqe6Je3vN+M55Js9J70N4MA64Ksy7hcXTn8F8xSs9ZRLENvYjbCoTggHWOe/RqEUqiJilfgh61jJKXAWYVTY9JyEPcMe/ehnEaLzE6jOnQOGxa5fd+fP5WtwfkIle57TOWvWSaMUutlqwElnCCTN725rhG/5EEEpd/7CTDcfcG5WJFeb0Q512HjI7CFH+Gsd50QbbLfOYxRsY3v/uWYaxWaWY93H84+iKWtQglxppuuHOs2htGVJyKydaXGbLiKb1m6Qpa7GEUVcaAxrUmZtpPgkwNr0SflOMr0bPeFTAGtqD9btPvj9cEO0xpd/W5OSwcpOqcXAhOEY24sIAUUT0tksR5FP59RGh50i4QCuQ2yZ7TAwghdYcrKAcNgNL5CtCL2LapiUC2Hj/vIZe89c3P48fkVo2rjkPetQ87o3zF4Okds8k2+4PLNKYhDlqSy1bczltKODqpD1gKDInGGQXGkAf2WcEX1wfQymm4xLHLPNzFmzgOdYNpLoP9s4+Yne0+xq7qUQ9ixboXKpZMFqKrLjGothpCGw2YjXQxgkGG3cD7E0bkqApNLkvWZ6cvCCuQ9HX0C4b0KU0cdz6iFMluZNoIGWHrlqxIGMqhMZGUx3oyNGeSdsAjXZNgMc0abwSqqVwDARhyEXMurCHjlvQwbPieu0KoM1rzrgRsWSn03+GJepLufj1mC4pQmDBHBgsXVaONktcbA9seHXNXK/OL0DYZJqFRbUq9v3EsFaKbfZzrKvi8b156u4NLUPrK3r6Fj2fPHXvMUsG2nHscMGXPkOjrfHpp8fBdacTjVI5ix6vZbpozquyvfXUw6BYDmKERGoea7MAB/lSBrqqBX7/ua2vIR9vhWkcppa3tVXa4N6osdrD5stt02ZNerh0kBS4xnWmx4TFKwFCG2zID6Kh+43eXypkSsgFNMrbcsuN/doaewRswjfoTX3G2bCIOsdZnrclXThFxY091BixnMqv2aBhXzwecQzzY42mukLMmOtj1YLtFqg1QInbwvYX4WT9/wX9cy1IHZzfpk6hhTko7oVhRopBDIjLGWOI9G8tWbpfi7+VtR8evnA6+As5SArbTdAVqTmHOtD+5DdUg7JKPIvFKx5lSbkNcd+MxNxiIhALIVhSbYzFaIZduG39L5IlrdvMl9YzFcdyut3jslFyYOSQS0v2oiCNdAhhllzTnUPlCOTkTGwLzEZLFrPnKUAWGesDjDZNn4BhA7gVa0xm4EoxzY5a98rzZdYagdggfW4uja+EU679fKDdYpqAaeEzBoLLk8LjNCZtdvVT+ZT0UwYpGPW+L24xDqdHKdzs7ptvRntYi02GnwfVaLzi5biSqdsb/cQQhDj3Rvscvhc33ZqYzwo228mujA+L20BOfNa0o6F1JWSp79YlvZYMKDXF53lsj1flz4oP6ZrOQAtizxqYCqmqk+aVUMIL/OsT2e+395xtRl2oPBuyYgEgIWB5Pa31wKsVfdAnRHLY4nBPOpWuVulAjnykLtZV3YQ8eDSoMhoaOR8xC92Ii/KAoupgo/w1LRsRR2xgcKUWS6q4W34VspMmGnPbbNgbRcULLUu3QywBmEWY/s8OXP/+QiBtO0eXeYcaszUMEjjlC4UrK12D8kWbEAfg6cM1uy5MzzwmB1THEb7yhfJmhseMmFtPGcFAGHP3kcNyhZhkFXf3mNhx6zpPU2pex/hpB4c3Cjl0/HIUvTGgoJpEMDtB60RBplEfif+RSBe42kdMbyfqATZbMxZo2kYZBfASyUy2chby3c9iTqS9jpn+b5j3h2OxytBERT/tEbg2tywhFytsSrAWs0p5PL8bx37vtnHubiFWBibzJGySJyhrBTHgzlr7QFZ/ZLkUDLDttey0i6ZevLbBgSg6oE1d/0Z7UDxnXIEBwnzUUOwPGVBX7QzZ6b1OyaaX9IsSeBMO1nIItVRwJohmWEwa4SuoTzKFoBZowWZNV4XzVdzm8HzU4MYQuBGdOGuszFmlLcnOE8uuQDg1d57ftWep26PQ+3McF1TRmCkjpzRhilYs/i3MZkjmSe+Zb53rL3eDKn6mF7xAjPODz57yqxFoC6KLEUzL4boAzUCbGV9ddqCh3jMNWetxawtuNVaC7ZaoNUCJ3ALtMDaIl5cLYg9Z86aAWv48YaHMJ+4iB7WhtRGScKpHooP66QZw/eshmohHPtqg1ljzpq9rDkbxQNwCEfMMWsLAWuFoieVUkwyyT3SVcjJPldLLeck5r/+ZIfcnTvTHAdV3uAlmvFluZps+NYqKbjaWnHkbNBYQ6jiJQAKLLDqgGpUGCGHtK6s9Z5qCONCZWXQaJ7JVyv372j0/j40fj9k/F9vlo+lrCNIRisNRzcC0GHMnTPHyaypMWfN5PsFBEacir0uYsRF+MWEQTphBH4vL9vGgTU4Ny/oe5l8dP1nIBKywk6Dw0c1OlrdyVdLEj3qHV+V9qHb4FNNg4t1uI5qyxIrddQMGeJGC3XYbZFZUzBiZuAjgpy55S98t/lac+p31Os7jCZbgXwlmhMZxfmXZHISNbPwj7XWgJ8alocziiXlzSNQYnThgx+5KCnjyar0dg6B0bAOXW8+DnbMrlaJZiEKYtt02CnbrU6hHAOAWvw3b5PYkpVmwSyYtTEocI6Fk7J6itvxJVKw7AQXqGazZrnV4VVmeAAxiSXkKxlzHQJmXB1qfHnOQ1fKmvFTzOSOFdN0oz4/DO2qB8Mg58pZ4xbWmc2IPAEPXfcX8JHd3GMakNnyECJKp3UxTAFAGGGrxjQMkmANpRRoKiJCZs18j6PWGkJKDXWPJuZ9wNBc7UgwC8324e67uivhEEatNS9uQaKpr7dy+jnS1cMJ16HgctbIGleg2khFSC69r/dJXVRyOLxaWcGaBS6j6QNm/sosgM3KK8x4GR0zvstj9HFOt43fIu1g2k5BH4oPZs4v4/4L5gYqs421wwGBkc6oZXi4UYZBnpvKyAu60rKGYA0CGYbhw71VRz5vZsv/M/um6FNy+UtQTqQNx49wRLz7ymO2XSOMKoD1OwENjndoRw3G9VpVnRIkjyXSvlT4LmO5RWXWFKyxSDgl9zVfjdujUb6/jnekWsgJkjSDteLhhyCj/5i0Lb0U4BVhyo5Zm42Bmw6DtNeQOWvV7PS1qZTtc14qbdXdmmHdR0fP9m+bcPDUyJWNeenVL22M83FTEEWhh2qoF91xeO9pmQksWStljh+sATcrs+ZeO419t0ZaLdBqgVYLnIwtgNduyxarBRSsdUet093YruvFJZ7gjxzBk/Z8NpaZY+QdK/5Ivn/ePcL8tdksjF7Wdsp3OwkxL8CsFcfdDzUcelWBXAhYGx23vfGZ5G5J3/4F2bzXOloFB9b2Q1f7gtROHA6yoCrwfhxY25uCNPzuNrn8/l+fcahTUXiPOPkCnH5aDAxApd+yU50Fuy8qCpJN80r2lqyM7DLLsk2HtlwItcFB8z3icvg6T3mDYTLUKaG0gloQrOWjYNaiZNacM8QwyOlFzSrTYZBJ1GNzrBnm1Ibh0GhvMQ6TjunVvS+WsIaPBcFayTp2ldwWiQ29WTpO3auHY4YE3WpB2X5Oq7vQQukCkELYEEUIXJSUrmLulzSk/RNop5pnQWAhN27mr9S8Pddb7oNN9MG05eJgKgHWElE48s5qXg/COT15YX8IQMm2SQw16ercBkLxKjG7zW6cjuLgagTrs64T7CyEin50Q1jetMw2IsO5XDqbFBDqtqUALxW2CuFrYYi/eHCMfScsU8/aeT2+vZd5bSpOOGYGs2Z3RVQipz56ppx54FyzzeiI0gGY5QD5MTFrq7AZrvcEhu6ZxEE+ZRu66osoNP2Rp7wdswHHsoI7sdtDuQUaWbBqFQyOfaTtNOSs0UxhbM9dYz5iDEdDaG4zKDALBz6UWZOUvZYUGfGgemoNO9oQWNiNNgRGArXW/HBGdqFD4En87U/Z54CLs4/HhEHS+Ua5D9q+rj14a/gynMFz5gBzlO8Pl7P2i+rjMgH11wtDK/FEAzIaZg0sTSAfTfNKub2gwEhnQKmRTP2LelfIR9askZ5lzzUCGXV0FkFrRPb/6Lclt/W7XB2gDlUdLvyQeS9TMbFWQDSCU8KNddu279NeECzfEe8165kP1wGkSpBk+Sj4Uo1C4RS5cc0FsU2+GlaMtA1MbwNjlO8PRgZ46AihNYOwyce+YqZ3brjBDLVNVJnTTHQfDTVIF2Vhzi27o7FIoXwnfjN85BUiXDZg5QkUIgdTyNDHIFPchhw5w9QyLxW/A8qscdWa14muwoxUc/adRzBch+jJQgpiB3Y9PYrXm+rDtMIgp5ulNdZqgVYLnLwt0OS2nrwNsRhnrmGQR2PW+ONTo5MfYH+Otm/2XLKo89GMDqvPWCMYhR+qLpO8mrGeXQqMBmuIGVtAGOSYA2uTYNa6wYI9MQaPBpZzwOVsyOK+e+J9Evf2QVgCJ+R6/w/23yuFwayctut5CLGb9iozLjyp7MBaCKzBRBxeE6ytDCAHq6Mr2ocoh1pt5agZvT9zlyzPnAmnyjqm0diAcYy7T/t1Mz+MwtA0wF8z5AdEDBuWg4T5TDVIND7jBwPWCIPshsAIe/BdnkW4DT31692C0zgBF89Nw6lrSFO9ZB27cuZRM5O5SEFbFwiDDMr2c5ncSzZJ5k0I/QQQIhvCMEgFI7oNvV96wBT6nr3WhaIN01rhCsnWXNxinaqScNIySYSW5sekE8wkr10V4aEsy316O4rQQnGu1znpcSiv1SH08QCo2LIDaz1FSLY4ZFBDmJuHsE5aFGFgLxwImfptemya/5JH3awnCna5VeuuQZFuC/wq6/vNoqFcBXsPS4dv2ZsCgBpZFWPu9jTj9tYQOQ/7q0Tlot3PQ5gaJvbZRfmpZBo7PYLM2pxqkFyJzbYCfzvxZ0mq6WuJScdrqWXPk0Tface7+oz1lK0JgYk2piGPAAZ+KQcH2z4HnKcdEHSKGQZpl2dtOwuM5mPWlNGtp+0NnUxcJNGulXY7STwnS+1o8FNDEFVgxMyL5mQ7HpXHQLrtwf2pRmatEQZZs8c0GZ+SvalJWTKJFdw1Z6plyDFr3818x9wjr4pfYjZTLY4ZVUsVF+FEZfc4rs8fx2cya2U5q+N8Tpb21S8zwxqUTNlhkH3yP5Dbt85MI7PGDjTzh6b1yayN4oAQBhrvte+JPqdamUBnTdyVJ+HKFeTS0rQgtoKwagwZxJX4kcwaVWNhzSA6gjDIugNVnB9qt9c+yKwx1HJq27dN2KdK9itYIzBqNs1Z05Bpql5WXUFrLpv3fyDbLj5Lxgf+esaqpdFHzPd476YZ01nLbunVX5KhKz9nhEo0Z40LVaAGGUFnQWVql1mnUWohAJ5nbGy+LwT39nYx12W+xf+7zA/hd/mZ/vvv0jat42y1QKsFjt4CLbB29PY5prksiE3rHe8XuQk/9A+51bUXHyDBOAWGWXPzFmHAXlSV7g/mrHlZoAlY1+RYYy/eAgRGVFwk04a6bJBwP1CxeRqluN1eHclrLMyaiBxCJz4dDet1JSApv+uiO9DTiqBM53xxx5MROGawsmN4PPRUH4iQAgAJUHFAFGxQncV+YT6G9RXW6btv6ufSURwABLVOKnEh5aRVbCDivHYvEAbpOwDHbZG9Yd07ze+hNLnvSAvOp4XGraPLMEha2LFrZniGA52WDDLzGyQeQXcbrjWs7piD4sTD5ntiYCZY6wPIJGhk7bBmAZraUIcUL15p1guj/hLzgQi6g6ZhfwPxCtrXOpF5tD1thSvcXYs677ctIe1LL0c4Vl32/uKvJV58BLXW4BtTwAW2KW3XX8+i2DACbg/M2gMQBCjHrQPaVaohDNJd7wjCtxjWBAEHLUBsVtQPbJtGXPFwzrZlP65BxIG18qmOFc3XAPL6wbLY7VLhk+ISxpxzZsbV378KQIy5U7DxfhxX4G1FYRGaufwzctYcyDFzZ/lYi2lU+nnctgGQwbPKGmANpRBMe7v8TAGb6xeyAGvTvQZ6T4eQs8bODrW6A0x6b+r0I4aOxVOw1r30zWgOe628YXffYyXzfLhOnumctel3SigA0HYrw4f1sngxMfSPpD8Cq83uMxCw2dFxGAWxEUZbtNc+zYLr7n2xzzsgrxm6UdY45VVla4JCLuE4HkaAGwpYmHF3YukA+xbB/dfvSp+oQEa1egCdDtDjhTBR96a3mbWok2FEn3BL+rinyKxVUOSZkvphV6S+hwvBKPLkk5pzVnQdMxQXoWn+nJ9EPjJuVu+AbaO6Cx1W2f4gwDTrMQwycHOH2m1nBgU9fNdJMrXlXwFai9KBd19DnAShm7QgqDMT8MH+OoayUiWXVuVvz9Q2M86PwsF7IdQ0IZXMjhnrl8YeNcs0BG8aayA9FR1QqeHnmo7GILNWqSG/FSJXlawDa2XL8gZDVwObmX8U94upjoLOouB+5l/x2b2Ej5N5pv+e3S3SOrpWC7RaYKEtEHB/FrpKa7m5WsAwa/Bxur8CCuBJ/MA/4hxC65uCvbA/PuyVXGgY5Fz7Ck5nKGDV9czSya85Zi2UtzvudSp8XMfUvJonEWCaWdstd8WvgyqgPY/lrojynkwEvakhSSYLcOgBEADOmHMBqQs5FH5Qbjnj61hn2qnMuFySSiRnDjsE5bMdzqkLV63DUY0jdA9FbmnFjnsl7OqV3Zf5uXQilwYeCtoPEgWQ2A9a2DnqXiDnA1F9DTPMGsMgXchSDuGQUy916MItxTBIsjP1tGWstOc+RDGBq7HQx9GOdPLV1MHHoURc3ak6arrRShMPmLC0KEQ2mu39az8uN639RPPkGd9t7zzuk9JhI0JjZ8KVc0/qIACzhnnmXTjkCjihtApUGyc7tkpxfVq61v8PgBIAZEj391UOyX8t9+W2ZfZ+OA3MGm1Ttz2ROKleqDI+DBn0cuKgmdeBdtbcqFB43DAkoUCukFlIP1xzsjD2z6ayxj38pyf/DGANrAiWUbDWBkeYDrSnbYWkOBYPNxYEaw6/kdkpMnEJFl6mjW6+zsms+emZ19YuHfhc50DIE27azM0GFvzljOp9ynBlkwenYZC4b30wqTOYNRdeGgJ48QNgTcc1ZHGuM2kwa52uEYCrZMzdaMP2OQtNFqT3Pf9P0t98wGzGhLYxVNflrHFiBOG2art8ey/yez4aazBrWsjbQ9F4gjVaOGc7bNohatIGJooWgXT/ry/7X2C4be9INbvHTFcWyXzBRzS9DAWbZz5jrg/DLJJm6LUzCmSkVlyLZzwHwiwqw1d9GdDI7o/MWpVSiYA2LNNIyf4q4jdjPVWA5bTZQk+F4MsqkzIHj3EMtMLEg2bYAGuu5pvfZl9A4X0WrDVy1sCY05pBNAVGNM+Yd2e0s136N/2qVCa3yoGfvNMUo5547Ks4xLB0rn+t2QY/2EHlRVDsHgIss1kYKh2sP0ljGGQ1s9WMEzRWHbDiS6I0ttlM50dx1HY2xXpObUxrHuEm2elIo1iWX4eAlYcwSHetGEZJeyphkFyfObOtothsiZa1WqDVAid7C7hf5pO9GRbn/Ckx/6uPv0W8x12zusgk99tumAGKi9A31jCVxdhzDDkE+qOMrTeAWxyCH7S+rHUalDmSeUIhmbNWRWhTCaFn/9TzW8hdsg5ul3PyQdHI5sil+DXNo+ixBWs+68dVuyVT2CM3n/lVyQfYjpIL4yzGreOdgCjJduQ4MFNDRUjuTSMfx8WmscZZGEIfeeRdPZ57FPL+y5FLht5nOKfNOXfhsHWMWBNMzQ/IRRcRGpgKpxshYwSzoR7nsLsVbEFsHL/z9mYwa7yUwN4zTJ8aOBONkCYIa9Aqpb2m557hq832nO6r5PKea5snz/iuve6Vqd0NgKasGhdchhpMzk+SPIQ8ImjDofI+sw32+j+86fOSvXpE4v2bpCcXl55sXFaBSvzoxVV515U4XuQ0nuKYtTVdtu0SYNa6/V2yrW1YcgkbqpXGPRJ2CSOhCMAacod4TWY1V18pDqd3vFqVkXhMpkqjcOAmpIaQzFqfZQo6S0npjwKsgbWj9aQADhneSAuCNSUv4E8nr7FOd986y2Dahckc2GtoOj3cveYn0UGg+YS6YPNwnZtQcNdHr2Xzcr+s765Tgc8owRpzUGl13AR1gjUnd2+muTxMGwY57bATlNDmC4P02y2wrQ9Y4CIAa/VR2yDeEtu+oUmUbcDzH91mGVdul50ZVDVUi8ftMfI7uFLZ2HmGmZWLRi2zhs1rvbhJ5D9uV7DmFEO7cV+1Ve2xvHjZa0xxa1USrLg8qFDMAifd57IXfVOGn/9l/WqGIcfC8kuw5hq/9571Dgl3D3AUnRDYlsVb5lkqUx0F5qPTSy3Wg/eEA2th5F/+4aoPQX339wE+8SwY2gdgbew+s3gwZ40TfCfVHz5kr4MWxZ6TWUPOGivkmXXxRIdQamPNtZ+SeN8Zkt3+Hdn3w7cCuG2RNMoVsDxA0ELIIZsTrKETTTvxKDDi53capq548B6zCRXF0dDHOpis0uijyKFbflSgZdQg3SUvsxQGDOXEwaztNuPHXWPNrI0PdztGcd/xt7JlrRZotUCrBU72Fni2uSr/ra9HaCIkb73jnfSI7XlYbIJuSHda+D1mWAd7JZUpWYwTJljT3AQgpsYPdAJ5R7SB7KhhlqrDtrfaY3foHFaueJJBz3KubS+U/K6WrN8vSd95z04ekPoF90WfL1uLy9HfzHOtoncVNXVQNy2DIrg1yOn/fKn1hjg35Fi2A23WIUnW2nCM6HmPTSCM0oKczQAJkzHLsuQ7AdYgof/Q1H3kCU0YJGsRMUenmVmLOLAG2q1xRnWX08UJnhaKdo5tiMILLESrhqLc3hREO1wIJCcrs6agTRdtDBUXohkZhkU1QJYcoFEkpTkEsrHeAkaSSy40S+V2fn8mIHHrLk/GcK3t/ZUDCB5BQfIwQhRpNYRJ0QwDBqXGVClq/gbXA1g7W1fcJjGXs+c5YEBmbV3lMfS+R+TRHntyKYBPFsQ2BsaOBY/mbI8As8blR+BsjmQ7TQHdXGcSzhcgJTbbXWoThoMqs3Zqz9mShpKhsWlyBlQcpvAcSc4ymvSDOI6rzFKND2WmCWQ1Z+2oNdZ0TZCl0mfbz0yyeFXn/tKHKvphmTVQi6qwhxeGzVljo1hj5wXNhkFqzxDeMVSGhDUzOGZi4KN4ySoZ+99XS/ncJfC20SZk1g6556jLXnuvaC9MZO+kfXlhkQgUUGvIJSOtEsb000an5AIwMmuQs8Qw44v6nmv2kgOIZuheHR0myqyNQjmywawhrJPWmxqQVMXeRBcMXmGmUaiDpmyNytSbifggA83jCFrwndrVlC8VbUeh9r6VdnG+ztwrkB0fFbzzaHWXk8txA9bcNqhG+colrxfWtqRgigmlRjx2cfRBgGfkgVINEiyXKsOKC2OMjtud+C4MkjXWaI0OHvMNt3kHmDUXBumDPSNYY5j30qu+iGUHJLfzZrMkRZWajYyjP0vOGpcLQxGz5nJ9WRQbXXoIe9xmQiA5v3PD6zkAs/aIGVamdhphkHjPzHw1MzPwwXZWZo2lYWhRRErotfIbYZDu2Q6su6BR9z5hJ2FQUGdB67YWarVAqwVaLXACtsC0h3sCntwzeUolAJp33PpeCGaARXiZcwYVrDmfl7/H/JEju7a4zBqU4lwYJJk1/uDT2hDKFgYY6ilMSHVpB5gpO70Z8ATbyYZAejKRgONV5I92SE4tPoacknHp//EW4NCSJJAr9f34W2SsSGcS9YTg69SQmFIvA6w59mxzr3Uq8/Ano+4Xd79zWpKu4Gkuvh+hLpZSyUUz8oPh+6Sc2o0wyPsMYGK+GsMpo2jTCHufDVgLevU4OperFmTWSt60QxtOWGZGw8sggA4HaNpZZ5gXXTW/y4Zjsi0090QFAzhthulT466rcb7cOVFspVlcZMa683xJLb/ahDZRatzkY2F5FRfhqqvbko0wSLKpK/LbkU9mnfNqxTq/BFVeGG2Q7BKvc1j6113c2OvGzH24Ts6xdzlL13TW5ZziFrPMPX29xnFsgyPuOWat7sLc1IFubExHXHPHEQZJ64Ma3hqq/cEOd9i2LkOBssuANTADLpT14sGr5caVbzPLHcGsud51M3MEn9rmdulGZ4cya7y+PgRiFmTrAkvZRyIw4Zc8CmaQKXUaBsm8I5pl1iDCMyNnzR68YdYCYZAU0qDNx6zxBquuhCoIjdhoH/7ytqE9lyzkFe3z6aFTI3zA3V8sjI1Oj+4/vVl6b7pZ3njbbnnVrh/IjbhnCWQu7ruMW4R0vwNBYE81Z+1wLADWiva+vWLkDbKm1m/Wmc7Ds46+AoBmZs0s3PQRBGsMrTzC9J5in4Z7jTAMsmLCIPEOmH5tSDQQBqmCGdxeDcyaAWtQwKijvll5/HEUxN6PtkYnhHsX1Ttdpxje87z7607dkSU5aM3vFdMR5dZFsQswevaZIYu29KovmM6gaOcaSUKRsdk8gLU6mL/ZjGDtENhm9NnIGFRceC+VJ7dJEflqtI71r8GNhhIeTlSk5EIgm8VFmrdtmDX37is5oBtFCQ5l1jQM8rhz1oLMGtF0y1ot0GqBVguc5C3Q5AKd5K3xFE5/bOKw9OcGZccwnN4XY0NkBvQ31P2wUYVQVbSUGXgKu2ysGoejOiMM0uUpJMGODBbHEWCDnDayai5E7GgiIyrbP5rYiRpJw2YfaxEGF/enzClFAEqX+vslD7nmdIVo1Ho9ZfiNsXKvTCH3rOglZZQhaTAKW2hx5d0uPCgJx4/Wka4B+FERMCKXgHH5B+S6ffrSP4BjDtVAhEZRCbKziF5/WATLCs6zGWiGHDPnBSQgiwGHNpJ0Djwc0zocohBUMMJJvSAAQloQO+Do95z1dhl+4dcl1hX06s1h2A918G3HObaHHn7n/Blmrf+swMLHNhpCDkpq5Bojg60ObjAMciXEQ3zHrKHfWZZPPgKFO+sEVtGjzdpuWn8p9tovS+w1fy/9WhoAh7Ip+zBC3baag1IA2wFQds7oDniVdfnu4MWGpaVwjDJrfsyenOasMVxqhjUxa+nQqKxwhYWfbLcOfh5t3l1KzchZM465Osiu/cx2yXy4bc7YT+CLdnaY5wgO9/i7r5TMjRcEljjKqOatcRG9lkdZ/BmfxfscTG2UYZAK1vBM+6U8rrg2GI4qKN2vapCY7Dt10Ply1macF7E18rXqylBT5RXmqYosxiN7SL2hyQDWYiUUQ9+blepAWu46Z0D2InczgY6XvkJSzu65QGLIp8xCcIjmIy/R80iXihyM5eTJdjD98MEjYKxovZ3L5bz2K824lrFgHh6tVgKDB9OQRPNljo9gGGQQuDUWt/02oJIwxb0CqB3CaAJaM7NGIQ+KmChTxGUI1nx0UGlebOHg3bYAeSA80etyAJjb5HvQHUw1fwjYKAXWbGangulbgzorzec+A7/KCbxLRq77jgn5nC20OsT6cHiHsj5as6FYimxFJ9Q3ru6QQ8ij86AGW0KdttLoQxLrXGvAPN9xpYnHzfrKsM0H1uzPCzsdwUq6MMhYDLxdfh+2g85CFMSmPeWcNajUuj6D5lNrfW+1QKsFWi1wUrVA4GfhpDrvRT/Z0fAhufHl18m3X/N1ywLQMVBmzTn1jfBIzAo64E/1YOizBZm1mmOW2pA/tKRoc0uqy7oaeVsmK3yOnSpYm4QSZK1me7eHAHiidXsyKG8tw9UdZu21/vdJAZjxEpLZk8Ue2ddelP2xTQBrNkQri4LdmvM2DnaFzpGCtdP7l0on2KAMHJgXog7ZW+77lFz9wC3yf3oQZoWtPpy9V9bXzzbbZy0i49w35dsZwRQs4SHJXa0UyF+LNupGwdGClxFuCoPUGmu1AFhjaGPbkot0c0cONczVXVcyGBQuoEW7jp7vceTGjpzSvvo6M9Hzbc5LENh3sMYResxp7HReUdgm9b0PmO8FKO/99qqqfGL7TeZ7qHe1eB1D0gaGI+me9I05KMwd3mLmK1jzUNB7ydghGagcRO21OAochxAVh8Asly/lO7RNxm5PcadccdcZ8i/7v2a2YT4csGLOGi1S3y3Ls2CYYZvTFkhOJcomL2nAAwPhctYM06uXLehr0q9XFsRs5ciPdMqXMzfm5LQN9r6sLu8Wv9fu88ilm6asDXx/Fr4BzXUxOWtLG2CNDr+PWn71wH2u0v0ENvWw9gzhXVAfNWxMUCkxcMazj9qoQ8xzDQJHmaZhkByP7LaMHUFge3YFJwlVTB++uEu2pYfN9w35ZTKUHJbOWLdkAWpoPDZoLJrxg4kiOmcQ3IwyFWHn1INMaoTGKrPW7OgvCKwFrmXwmTE75od2APDxcc+uYdbmAGtchexQsN4Zc9b2Df1Exs+2z2Bu5y1YCrIvgeLc0jvAVY2pEiS/MAyymVWzS2E/bQ6subBFnc5hvHs9BFVs+wanc1zbZbZaa2EUUUd3GHAp2DqX48kcuHoN0RGD55pNGWAGoEeGUBm2+cIglelnPlnJhUEmWH+BIaEAbNM5a/b3o/mY5/3unn0TBtli1uZtrtYCrRZotcCJ3wKBn7cT/2SfzjMcKx9GrygEMzT3qQ17U//J9eIiiaBxCLM6E425xzYyQw0SDjYZJOqXJRDKNuTAWnkIDh167GnN7FRwbw0lyMRe9GomQAYiZwyMmR55GMzUqtJD8ubI2+SUChwV55BVIL0fwfKQJJSDkVNklD/esGIshFBHFMFmUj42UoZjloS6Gm0VAFiyVkauWlo6Um2yLrMSi3hyZ2xYfmvzDVL0i3JG6GKzbCNnjasGAJsKjoQCwgsVV2CXK6ZD044Ta7Uh8AvMgN0/5ytY8/W6ceJ8pmyMu64Mg/SwT/CXcILOmW/teeenhi8zipJSc2FnCg7dmvWQdZopa7+iuAOoDU5xtE3u9w7L4UhNHsla8Bbc0SAcoBSu5coCwiZHt5hZej9ILiPtoEZXA/jRVG0y7JQIawlsH8ZcvifymyVby8it4wDqagrWIDnXBlBRrD0pS8Gw1OptsiW03Sw1mbCgaqiKe8mpQc5g1oJgjX7wPGCNobfPvzwja1dZp1kPZUFD+r0aCqvXckErPjML8brwGbUCI/YmM2GQZRSODzBrmrNG5UQ/ANZq9cNge21Y4YKP2IG1OjoDaI1OkCCztluZtR5pn1pulqus6pX2+oSMOibs3PIGM70z2g3JCXttfJSFQPUyM30/FGTTYN18MHIhMEIewudoyuA1QrUhEkSlQzUFJfp9tqHnAAnnKaCYsZzeUzwU9hrBiAU0Z02cUI6H3Fx2DtFYMiAI1mrFCdkzfKsUXni6AcT5fT81y0UgltOwjmkxFFWC9AGQGB4413UJoSOL5h9jL56y6LOJjHh1vj8QdYFXryH3QOFRqp/G8gVm6OqpFZG3RrDG45sLUJoV8KFty3B+ZSXjLsSdoZDKRIacCrCut+AhcvZoRmDEXoYFr9pasNUCrRZotcCJ2AItsLZIV3UwMSSvWXKjnNlueyyFfoaCNecYzOtMHOexMLpRBUaYs0bAw4T1RA3MWsGquBUHwawpWAuAneZdjk8yDKdm6pNRFaINzlR8fBrcEKxF/JB0xL8lXQWEKgEA0HynQNdW7JXDsTVg1qwXXEWeHH90S2H7q1sDeGtDr/1QLCpDkIunTcAhSiAXK1IZMd9Pza6VezJ3mvF19bPM0BSOdSIhQbDZAGsBgObX1CsDQBEbRsmNkHFkzlowzOi4wJo+NfbUTTiRAWsUF2kqhm0O/hg/GMqYXvECsHVFs6bmrulmwmEbZsSrsqKww0yuJ9JyT9I6vpmqdap1eQ4/ekpEPr2uiLsCwZMuDFJczprkswD2nlw9eYf86v5v4ppaxzrsHGxx9dsY/ra/tMdsluIvjXBISyoChIdkXTIhE6g7lYJiaA2qewfr+yUH0Dkas8c8UEYenctZM8yQW7eRs8aT4u6VBTF7W+QPXr81bpvK7C3yLp7K5gxYg4dtwBquFw2PEHINEe4WBGsqmgMhjHrIgmEuW/MPzgkKOH9Wc2U5ZMjd3BoG6XLWuE6DWUsCoE2t4J0k1VUAbrWDuL42bHFjYaXZfGekS4q4qCjqAUCE8Fww8Cy9MYaQ2g6vTWoD7Wa5cNi+A8i2cr6GanOmyvdzfEE5axbvcPHZIxccCDAY0j27QWZN7zmKi6g1M2sMg6QxnyzWsxEXxvYyBJk1VX/kcn6bvcFrriD2XEDIcwqtdRtjyFUXZApiZxMZCfm2bSkCwqalyqNacsD+TsV7TzOT8rv+C6Ixh2U+Vo0L6yEy/1oFRhJJ9k6C1YV8fyNnTcWDzJxj+HDPPn83fMbLtqzVAq0WaLXASd4C6nae5M3w1E9/Q/smedeqD8hFXZfZjfG3i2FhJCW0dzDQi3+MHahHPUAya/CGpII/G7rGxPYwih2DWYPEdhY91GWAIVE5/aMUxp7MoMZQGrkxtaXYJ0AZxAFiB/MG/FVDJYQRVvADGpMDyIvpzvc2wFo1ah2DUHkVNAp6kNhuveAqpOb5o1t2stg+Yjb78QP84VUrpMuFQU1CIjtO5TXfhs3cMHWpXND5HEi/R2V57RRz7sqs8YsyM2YGzoU1isII9XGpXOixnw6HS3nTYI31gBgGGbSwFsQOhEEG5886rtfR+XRU3WMYpM1XO3vWVY51YvvqlxkWkOs1s7ARyJ/TYmASOpyAig9BhXtch/7kLGDtVDiD5wCwC1QiNQyS3e2mdh3CIAnwzx29TP73966FmqftZaCbxH4GzzF7LIi8v7TP7HuqNinbC0+YcXVyX9TeLX+0YpkI1AFpNWkDo1qRbfnH5RAK8NI6SlANdWyNYdYULLkQSosPsdNpvG3WW/SPK/DMsOD5NPG66Ls47g0CRBPQMreJ14Dm1/K4x1iowTr/RgHToXiGOwaZNXacNCsl2q0c5bPbzquTdYR5TWGQdbw7wmM4hjwYdBSZT+eGpQQRDuZkdRR2A4RZsLYqaxk9hkHScnhWaijTQTVIH8ebwy9ORygt1UF7s0YcS8x7QplCsyI+NG+N3xWU6LzZhoY9cjOanxkzWe8p9mm41wDvbxUYwYvKLDYDrFG+H+F9ylz5LPINY0gw88nUgmBN2TTO8xN2m1VXY20u0RdX3cQIyeg2FzL0XGHselOtNapWhl1vIZlDtk3M1aWjeigFS2hxV08tu+sW+90xbebLHB/KrNkwSHuHJtL2elpmLWPWDKMT7rgsANbQ9C17mltgz5498oEPfEDuv//+I/a0detWM69Ush2Bn/3sZ+Xmm28+YjlO+JM/+RO5++67Z8y79dZb5f3vf7+88Y1vlA996ENyxx13zJh/tC/f+c535L3vfa+86U1vki996Uuyffv2oy1u5tVwU/JcFrLsvBtrLdBqgWdRC7TA2tN1MWxHo2XXtKM20NqzOhPHeSwGrGHdMpwhMmvwwE0oZAxiIJ2Qdd6HHJMqvBLNcVE2qnl3OSjBVajo14aaZ1U43bDzULg2DEeqjN7wbNsYnC5IVsM7h5sLsMZEentyZcq7w6pV9DbDTdjTHpWbr+2V285Gvhscv4LWMAIbEAXAOiudknbUjaJNQtEsUuO2rEUrK+WvT/2qfO/cuyRZ6DITrRqk9eyVmeEMliHQgrIR98Meq1rHkfOTvg1PoiZGDc4upfuDFlKBEUrML9QUrLn9sTC2AWsICY0hv2QxLImcuZATaPDATBUP3WcK1pLNSrji4ik4l6Fh6zA+nq7KmGOppqqTcx6C17cWqi/7wdLYtjdS8WBsqBq59smzpCsH9OKYO26EIZEaXWaYtfKexrYfnLrXjrv9jqBkwjrkN0bG7Q+7jzDICpjZrflfyL7YmFk2lKscnVmzqz79YI1RYP8LNwVzS59lZhhw16HCcE+KftSKGXuPuXBffZZ56Ib9CYRBEqzNFW4356myPd6AG/os95JSZs0B64pTjYzsmZTkGEQy8Czl+ywojyI0dsyxKAMZ++Ijs0ZDFRAATBw73hs1hIGTKOnCvMp6C+pist8sNytYC8jvLwSssa3QWmZ7QeBmJvBDrzVfVe6dHAyDrKewLnp8EkOWLeMqqmiooZDKrBHwe2rGUQAAQABJREFUzARr02GQdZTXIOtIq7iIg2nZ/tl7B4BfjflOBMp+m/9Ti4UrmNQ1yOSFXG4rQxWZs6ZFxBMD56Bvz4Istmu0fQUukj3n+cRFuH1tWxMG6QRG2trtO5fM2mLlrNkwSHucel6t4eK3wO7du+Wmm26S173udVJEx13QCNY4T8HaZz7zGfmP//iP4CKN8WawxvWuvvpq+e53vyuRSET+6Z/+SZ7znOfIn/3ZnzXWmW1kdHRUXvrSl8qrXvUq2bx5s6TREfCpT31KVq9eLR/5yEdmW6UxjWCN+922bVtjWmuk1QInQgsE4MOJcDrPonNQ35/RSc6pd4r65iCfDrBGYQgWPSbLBqFtE3rEnTGfBBGR84ZBToBVo9XaIE9dJbMmcvmu3WZYDqUklzxsevrDqJNGay90w/myJ1d0DnuitBZzImb+7guGZLSzasMgHZLy4shFcWFwEcjm08iseWXXtY/vfhnCCjiHLuS9VKbsLcowSHFhXzNz1iA84rwH0zEOHylWs44DChdICvl2NL9EcROwb3SiAPDUTEHsNLpyXYioTj/qUMGaw32shcQwSCOUEIyxPOpGjj6TSnSRuGUIK+MPyK7v/Irs+vZLZGrbv0kbipHTUhHUQltqwdrtTnWRrg1r02Wr1pE2CwY+Qr28PrgXRt2PGc7FQ1hrqO9s6dpr9+fPkIFHHTqnuBlBGOQBx6xxGw9O2eK6DRYM/l4VYBj1zY2RWSuHy/JY7mHZFzlkpoVykHFHzppxZXk93X3TCINkCCTN9a7bLyfXpwmDZO8CawCaOxa5RpO7cR0iaDfbYEEWymMReBY/dEaWbS4GR5c5YkjW6Ur8pezzpjlrIVdnrbK2z6wSQd5aYr9dJtdlr6k/9YQUUVsxAyYwPWqurHl2uQKZtJqM4ywqhGtmG12xfqEgDMUvYjWANUj+mXvC1Y0zC+FjRhgkGa4FmAKJWd+vek/xHnPNxTBILYrtIU9tw7sPyuBVNkqAu1OQqHlYBGss2M3ncy6wxphD3yn6lKCcS5uXWXMkFHMTj8WoBklrBmtVhDSG0a1GqwMhE5vFOtaY70mAtaAFAdpCwiC1bYnnS66geKKjx2yykt1lwyDxY6f5dMF9LWjcMaAUGGmpQS6oxRZlIQKz973vfYuyrbGxMfnTP/1T+dznPid33XWX/M3f/I08/PDD8sEPflD+6I/+SA4fPjznft7xjnfIo48+Kg888ID8y7/8iwFqHP/mN79pmDaybC1rtcDJ1gL2V/dkO+tn4nxnAWsNigL7dxFMi3IkcVeXpwqggD54ACj2YOPSunyyEoo2V8CsRfbY3tO5mDWGQNKKCbxIq7YH+LztB800A9ba7Hi0aruok2Xkyrh95JGDRqtVlwOcWU+oO96Onroyjgk/6i5nLUywRkcUeXOhCQs62leg0LNj0LgNv2h73TleZdc8zIZBWhCoYM/MAPCqu95o4kECNs+hB+aoJYq2h78G1tDHd1pwfeasBQtimwXm+1B/yp4mJP7XYp9JhG1p1/18G1jY/BiKBdPi6X7pWPdqM57f/SPpTVjmrA817RpgLQmHGM16TnS1WY5hirOZ12sdNg2F5PVjeF2yfAaGthe7HgBrdYQxehCBYaIfpfv3g1nrivRIPBSXB6HWacw2q8k1O1w+IEtyFixbZq0sP5uEel7cXutQDiwewTqBGj1Ie0lxP7ijfaaYtdka51kyTVkzssZ8dgAZpDK+HV43wZptMF2mcchO0Iff62TWEJp7PKYFxkFDm9W9kr0w02BtUuK7LKKeakctRjAyFRTD9kIZw66FJ6BYiZIhHdFpZq1ewb2JS11xrHZPGvcgJpS9IZxZWaLbxkxorIqL6HETFKkpaNLvcw2Zm0XTUD37zX06ECDouHG4Ee8EHJcLwSXQi6EYeLBTTfercvQ1lkJBCCQt1rESwM3e65HUErcTO6in7Q9AqbTNTNCctTCKec9mIQVrx9JphA01jg8134JWQ66ygjVO57mlV75Qes95J+qrvTa4aCNPjdsK5rXNWCjwRQFxkFlLIsye10tz1pSRDKy28FEHqhmRcSKCNYg0y1TWe1r+CgX3ACy8tRtLEkT9xV/8xTGFKjZWbhphaCVZrg0bNsyY8zu/8zvy7ne/WyYmJmZM1y/33nuvfO1rX5NPfvKTsn79ep1shtdff738/u//vrznPe8x38n2/dqv/ZoBg6985SvlD/7gD3C/uB9lt2Y+n5ff+73fk89//vNmyqc//WkTxvm3f/u38vKXv1xe+9rXyi233OKWtgOGg3K7z3/+8+V3f/d3Ze/evWYGz+e3fuu35Lbbbpux/L/+67/Kxz/+8RnTWl9aLbDYLaCu0mJvt7U92+E5MwzyaVKD7AJ7RWOtNRYzppuF4DU4RPbFVWKB5ClfEv+FHmM6LHMIjExk7O2QiSNMLnOe2da60Q6pIO/MR/hVJrWPu5FYJY58uKjEUay6nrC96zknkZ8udiD08kmoEiJMsg25NC6qogiRiigcfoI1GgGj1jh73kuqMnp/ykznRy1PZ8jSM1UwayHkfaAU2zQz6NQEuSy340csSCJQQ5kfdJrb8yBYi+bZI1/ENglj7XSCBUToiZcFywP24piUILlTNK0xSxTgnOCw0Us019w6uW6JpzQIR+3xJnvWysClH5Xsjv+QwoG7peeU5wiDGAcQluoNnS6Tl7xRfuF9WtbBX1vZsUzuqWwT5q0NxZcdsX+vz4I1KkLWEVrnI8QyBMYmeZA947bNtTQAV65RxRMhk+F4D9rPl8Plg7IpfSauZUxYtDyDkMsO57AScB0o75OlDbCGmnEA7I8VH5bh+GpzLB7AmpBZU5ZUgZ69hQ3gMwsqC2K+nGQf6rDjPmXHBvNPKxM7MI68yEYYpL03tGU8hN6p+RDtYGjucZm+ozQMUpk1CIkQy5NZC2WKUkXttFx0u3RM7cSDWUMh9JxMJjvFyx3ATTA1zawBk0ueHQfLkMJrH5yuiAU75foQuji2S+z+PSZHTmX79biDpQcWIjDC9YyIEzqmZiWotC+FHQLu2Q0KjChjpPvnMAzpfloNNeHqzF2DomMUIE2tY+31qF22uQGadHo9jZ0dykuhtBXCSXmpqsDIHCqdsQH73gh3mkB23cy8w+kwyGk2kCvViqN4TU2/UxkGyfbsOfO3j9imioxQMEXDI49YKDBBgTB8VwiMWHAQB7MbTY+gLX6BtkCYbABoB1Zd2Ki7lY3ACNH0CWaPb43Kt74zfW0W8/TWrarI617BX4djN+aG/exnP5Mbb7zR5K8ltUZp06YOHTo0a35bQ3AKy5922mly9tlny6tf/Wr5jd/4Dbn22mvlvPPOk46ODpO71rTJxtc777xTotGovPCFL2xMC4684AUvMMBoy5YtsmTJEpPL9qMf/UjOP/98AwBD2pOAlQqFggmnJGD74z/+Y7MZ5tt94hOfkOXLl5swSwIvHtuDDz4omzZtkh/+8Ify4he/2AA5hmES1J1xxhlm/tKlS2X//v0G0F522WWNw2LY5Rve8IbG99ZIqwWejhaY+Yv/dOzhZN2mkQbHD00gDDKkeVtok9kcg+Ntqq5O63kw9JECIGTWOK4eSQlhUuGDYEhcwdvwIaUvZu5xEkqQtPH4HvhfV8qlByewvTDCH4GCAASqMThisEQ1Lr1QgkQmBBxJCw4nk9ap6S4koPYIrx13VncUNX4UrEFSvh/y8uqkEzCFIO5Rh3PotyekPOEQUGhMfIRX+lWIEmAb1SwESjqwf1hwXTMBH6bAd8rexpZVA1hztYpqABQhHA/BWhU9jjpdwWpDCRI1n47JbDNp89pVCTZ0+jFtbO6FlX3lveLB0U1AwS2/50fS3rFL/m39pfJ76/4npr9I7lgzIrJN5Fz4a6kR66TPpgjJPWkYpL/rbilv/zGYkefjKvZKfGvBXAsKSxjlPixLN8mAtSLECtIr5VAZIB7/lsSHAb6WG7D2EPLWLo1fwU2DPkXR49J+Gc45NhPodSkcuHvkDpkAC0gLZcGsUfnPFXQ+IgxSb01lQcxaJ9eHMsXsiCBbyme5MrlTwn4Xxi26bWahPCedzpZiGCRDc4/HlFnTMEjWWSNIq6fjUutPS2TnBICVL5M9Bw0gKE9uN7u5ZtM/y3D6ApFb8HX/pHR2WUCW5U1ccR0v7gHpVLBWGzT3XOLuXWYbWhBbj1tZKw+RASbUU2ccZai+mtYVm7Go3lO8x1zngBEYQU4XTUGI+eI+KN1PY86aVTkk6LHnxun9F76PgyNMRUaqkayYwtlOYGQuZq2+ol1yz98g/jnLjtjW0SZ4AEa0OgBh0MjkhR045nRlHIPL6DjDOZm3RgXahZiqQVrpfvvejqHsQSS9TFhY2y9PYnvHdh4z9uuuk6mztnh9XzN28cv80o5w21PXWXZ6sY9jaND6AsezXQL1L37xiwa0UNjjz//8z2fdzD/+4z8K/45m3BZB1Dvf+U75y7/8S5NH1t7ebkDYxz72MVmxYsWsqz/++OMGSIVn7W0ROfPMM816FDJ5yUteYsbJuGkuWxn51zTm3r3sZS9DWY6KfP/73xfuWy2VSpljI7AjUzYwMCA/+MEPzHnzeAkUmV9HI8N2zjnnyIc//GEhK0dASxaPYZ49PT0GtDJk84YbbtDNt4atFnhaWqAF1p6WZsVG1f/nb6i+PwPO/BzvouM6mhjCIOuxcewGoAyFUAltbBikBTkMg4yMMpzJOiXRLdZxbt7ZxJQ9wINROE+1lFxxYK9ZJIewODMnYkMX4pWI9GRt+A9DLSsARcU0mRmRnnyiUQS7E+GJdYYcwYoAa8Oop6ZOOnNUyKz5FPaAJ1Eatz/6oeSd4udeBCYBQiQAoX4JBZrTNhRrNrDG/DMjkoE2JlijcKHv4pjYHjUXRmmYNQfiNAxSmb2nGgZpTpDXeJGfJnU4FdgnB883YC2ePSRjqbskV/8Vs+ufjP/ADM8BWDuYsOFvZLxmMy+FHL4kyjgceMTOTrWLN478xnxFSmcNSxwsB0T3DZvDPn6CNQ81oqgEqflqg7EhOcOVqGDe2qXpK+y2HLN2HsAaRV/qoHGXpZYboD/hwiC9vM1Z86lOSmtm1hpg7QT00uwZz/vZuM+ZswY2h8xaDdc8Uu/HuGswBbtua2GUbqij5IIHpVajBnmcYZCN+OxGGCRZUNzYcL6qI10SOWgZnFzvpDB/qzy5xRxBd38v8s/sS69OsNZvAXshFhc/a98jfsjOZy4qTgQdBSjA3tYnMRRkp+m7wXzBhzJrGuqn0482DBHdwmbV6Yi5NdmBZF+NuE+RTRcIg3RLNAYazkegxhBIWhjhwPOZD3BLq0YKUth/p2XW8F4iQz2rQW0zd711RGedP8fERs4ahKSCVjXMmntHY4a+S4LL6DjbeeX1t+rXeYcKakm+KrPG36Bg4e7FYNZiyFljeYATzUaW1mTkupng+tlyjsPDwwZcvfnNb5ZXvOIVsx7W2972tllFQnp7bX64rkQW7Qtf+IJQQZJ5awREBIPnnnuuCSXcuHGjLtoY9vf3G0asMaFpJJu175+hoaHGnAsvvLAxriO/+Zu/KTt37pR///d/nwHUOJ8MnzJwHPKcuV2GVTI3jtv+wz/8Q90UOtbDDZVLMnsEad/4xjfkrW99q3z5y182zFzweBortkZaLbCILeDojEXcYmtTtgWcL2qYNed3BnMh9Adv0ZordQjOGsEaHG04IDOYNdTtih5mj5O93JGds4O1SYRBtiVrctgfhTOTkAsPT0J6vS6TKru/HKFQ2EocxY+7wX7RPCgglgEGMygKy8LXA9DqLsEp43Gk8JLzALZo69HT/sGRS+GcW0DoURVwqiQ1J5lfHsePMsK3vPjDZnmCtaoDj1SCpDWcWA2DNM4sZrht8jDjAE0a7lgGa1elwgGsVkAoZyAMktM0Z84/Ftl+syI/YARoNA5NjJj5tmgf08ya3WRyCZgLWCyz2wx/NH6zfGz7H8udk7fJYD0lIwhJ6k4sMfMmKxZYmy9NH6H+DWZK5DlvF+kdacwtXLwCzit6yNHcDcAbgogJ2jWMsDqtsUZm7Yz2c8x6RhGS+IFOMm6xA+W9CIPskipYVdpIeqUZKlgzzBrDUBVsKMC1eLwVBsnWcvXvTIkK5neSEQfDbXPW4pLfuE4Kl60x7aofZKHIqJH5rIfIrFnQrvMXOiTTTZtm1sDUJ+xFqi6bBimFQaLquhQP3mOWp9JgrY8hx7ADCI11OWs5hDR5VdvbXYNIEa0b0v/KbJVTS800fgRFU/hdmbWFhkCadezjjlpgaLdmc4yNKQ/hnt2gGqR2igRXU6BIZk2VIMMJ++4LLtc8TmDro8ZkITEqhX0Ea6x9B9VYvJsX06aPbyZYq6FkC97EjV0p49iY8BRGdFs10JIlvHOieGHwtMisqR13QWxuwF2nlsCItuYzO7zxxhuFoIQsEkMImy0WixkARLYq+BdcjpL9FAShEexcdNFFRliEIiNc56tf/Wpw8cb4JZdcYnLEGGo5mzFckcqSDHtUawaJnM5cObJizJGbmpoptkVmLWjK4mUySAtAzhvVJwni9O+aa64xbBrX4b4Z8sjjZw4bGUa2V8taLfB0t4D7aXu6d3MSbr/BrOFXTJ36QGtHZnMmnkIzhVOjyAkBODLbYG88dqY5awiDjJNZcwISoRzgzFYXn+j2yfyDKYQcdnZUJVMJo8CxyKmTeXm03zfMGReLbrzAMCYx/Eh35bSHmGAtLgekQ8aTRenLx1BnDS9xV9A55MBaGvWYBmPIcXO5SuFDKJSLbfpdtqFKAGthODZeZJc5ojLBGo6HRnERY87BV2aMAgy0Ogpt08isGbAGpo9WigCsuW3U8lYNktONE4yhMmvHnLMW5lZgel2r9uvTxqwRLcHifRABATCOj2033++YuFW+sf8fpIhY0ysrg2Zaj3N+5wqD5EITV/yO7HjFByRy0a83gAHraJU3LpEqQl6jAOMKbMthilzw2qDGGoAYjcwaHe5liRXycPY+aFGgIQjYcM9kMoekvYLw14j9QVzRvtqsU4ygPh+uB/OdPPSYN8L4lFlTsKb+pTrWZu2T66NRvB5sJ58Riop4AGvMWaNlLz1bSudOO8acRibDR2FsFsf2EG7MGm3HZdpDEMhZqyfsfqvD00xNadg+BMyhpMU6ViFM0l5zMmuGPcP0HPIuw1AbpdWcF76UuZTumSl1TPeQHwnWrMCIt0AlSO5DsdCsnWF6T/Eec89uMGdNQQi3o6ZA0YRBuhproUAYpC7XPCxcs0EOf/IV4i1ZJsXDD6Kz6PCxK3Q2b3SW76q42KwGacCaN90pp+0yyyaOeZKCWmo5UEmTIZC0ILMWXqSctVadtWO+PIuyAhkxAqabbrrpuLZHyX2CpVxuZicCgRBzzapUWZnFyJKRpZpNlVJl+Sn/39amDtYsG8EkiphQLIVGUZKFGFk9soHMTWPYo/5dfvnlho3TbRCc3X777YZdY9jlddddp7Naw1YLPG0tYH9Fn7bNn8QbVl+Jv5cOa3gzctYWt22i6XED1uxWAdZMvoL1SBgGGR+fZtYI4hK3z+xtmjQsFjQN2wHiKivlzPEphF2J3Dvkw6/B+t4OOeNzbRAxQVFcnE93juCAPap1MGkxGa3GZLytKOkSci/C7YBuFSmjzlsM+W3G3EAZlfABG85AVotAykcPbXJJl/Sdb0MvLLNmb08j24+NqBOrOWeNoQOAPK4ETrkSSsq7nnezPLR0vQmjpPK8YdY0DNIJrGjO2jGHQepToyE6zvFbfLBmm05zREJhCLsAsK05tFs+uPKj8mfrPyt/f9q/ox7dz+XVWbAVsB6GHcJmK4xtZuDjvQc/LDcefLeUAPI0P6p8yoCUIAIz3oaQx1oYoNyyKdmoRVGU7Q8ya9zWGelzpeDnZUv+MXjrmIBbrD5m7ys/rGBtDQCH60JIxUxhZa6r90GjzVpgjc1iTO9zhqbSTMcLlCCp2mlMOwvsNzsJznElucP8HbNsf2A7SHQy3xpFsQPFqpVZqw6AQeu0LJuPUEjmx1FUgiHNBP2yPzPNrGF7kZp9GdYgSsRC9wMA+wT2tFoKZUV6rOPVAPB21vGFQbqOjfAsbaSMjSGc3DPLnDXWIaPNBvAaOWvlKTBrlq1eSBik2SDCu9uWXIwLiBcQOjQix5lHaLY1x4cya/VmNUhK9/NaOJvt3HTesQ51W2TWGAY5DdaWNTal4aONCccy4n4rorhGJ2IY5LE0xS9rWQ2HZFjg8RiVFgmoLr74YhOKuGPHDqHSI9UVqbb4mte8ZtbNch3Wcfv6179umD0yaZOTk/LTn/5UCJrI9P3zP//zrOs2TyQwpAokpf6Zt7YQY4jnV77yFfn2t79tmDMKkDD3LVhqgOGbF1xwgVGZpJpkPO5u2IXsoLVMqwWOswWm3+bHuYHWanO0QBCsOceAghlq2jup35/qMIk6WzXn1XsAYyYMUpk1qEFGwazlw/YA6kBh8TvhVIPhUFMlyEgqB99iRM4btU73PQ6sRUKHhBoRNeRg0LVZtxsheU62vwhmbQp5bJkEVAP9KNQiU9KBeWR34hXbEJ6NimswaxEoxtEYBll2wiaJ/ri0rzvNTDdgLSDbz4nKyk0zaw4Fx62zpcwa3du3v/oz0gewRqshFNKqQVqGQNdXsHbMYZDqCCpIU6ARuL5mx0/xQ++RIAvLUEie7WWVfrmq90VyWvtZ0hcbNI5kGDmBPXEb/jYXs5av5Ux9tCqEaJiDpm1aPmOp/P2ez8rj0d0SZRFmtCEti1puNOas7Xc11sis0TRvjSIjCtYikG6n1V1+UgLlDEYSKyURwg0AhTxte92vORn2CtjdtMIg2XYurDdUYAcLjawabi6odrqvdhj4DCHvaM/pN8ius6877hBIbk4FRuAlA1AhX5EsqAuD9PtSUrh4peQhhBFOKLOOS9+5xh4JwAmXYRhkZ0O6H7ygK/VRB1gjqxZiR5I+Ozil0un2fjqSWbNMXvgYmDUcgjEFFPab++Rzy3uthKHbvwmDdDlrswE8BR2U7m+EQS6AWdP9Jocu0tHjLqfQ2MAsI2RRaVq0WxepgsmLxpS2BvO6iL/0ui0CKQJdKkHSZoRBLgKzZsIgp3+i9NRaw2eoBd74xjcaZcTj2R3ZM+apkSVj2OCqVatM6CLVFpm7xry1uYwiIgRsZOWuuOIK6erqMqqSFCWhzD4FQRZqDOd8/etfL295y1sQ9ZGZd7X3v//9Rs6foiUM12QbvOtd7zLKkcGVGSJKZUiybC1rtcAz0QKL7F4+E4f832QfytIHQr69QOijOuKLdTZtAGtVz/VQoxfXMmv2R5RqkG2ZsmxD7Z/1cFJqvRDt2AX5jccKUtlo11ElSCwo9YkhgDX7YiOz9qZ7QZt49HDIWlkvJ51diW92vIicOA+OmEQOYNpy5LNFpBO++SRELpJVB9YazJpFOuGDFqwRKFUcWGONo2iX3WYZohc6PlfOWqNeHHJDaArWwilf4tF4I3ySoZBV5qxp0qBj1sju+SjEW08dY8+Y3R2JRWsKNBb5aVKnKCgOkBw4T8ax1+KBuyS9/Gp3ADgUMBwRAKrOmM2nycxRZ+3ezM9M4WquyJppG7sQmorQt9KZS2XHoS0y6lQ96yGcHP5nomVDSJgwyIk9RrK/J9pn9numExm5O3OHXB/9H1LHJU1NWO+qxnuReWxwEm9a+/+z9x4AkhXV+vjp3D15Z3d2NgfSkjOCCpJBlKc8FRAQwSzmn9mHKFHFgIoKiKC+90QU/fsMCCYUFCSKJEkSNrI5TO7c//NV3dNd3ds9O9NhtmfmnN3pm6rq1v3u7dv11UlfM0m6s38rjLyKBubATQivF5AmrwUxZ5pmH3m/TkvWEGAEZM3v+Xzx5nZizM44Jx4Qrk2z5o3qmaz54p5mzyNrOOnA23iShiXw/GNmiY9Q59L8OvzWAusGKDCQojbWsI8E2qij9ySi1VyHA5DMjy6yZeV+871PHLSAWu56nrKehk0aC7b0GrPfYNt82bXDpXxnKr5f8VXHq8y+lvidAHZnGZ77PZMTieYqy6H7hawh3+BYJdYLvNA+k9ZGaNY8c+OsEw0ym2ZzWNa0hdqg7rZiUhrIRo1LIcIJ/q4i4TaCi0AQqAR4gTgKya3qVAxXDgFLeKIAESdVGosATA/dsPvu2W699VZ3kx5//PGibXdDIjHKPmjnECofba9atcoE5oC2aywCjRz+4EOGPGcLFhS0tlIfbZX2G/50pfugKRP5zW9+I6v5JTR+IkhXgKiPX//612n9+vVlz4uy8Gfbb7/9jIZN6upSEWgkAnWcb2tkNydh295gwA3d75NpX76ccrO4tVxle0cybwYJzRoGeKL5ijCZwCzlai8CX7bbjvai91rChPNaM0hWbETX8w99Lx2ypZ82RX20ootDubO2zMeR5iCZgGUm/iwG45ZYjYQ4gEkmQq2+VaZM90iIEAkS2p2YZwbpi9gfdDF/y5tBss+aS9YCUTb64rxqVrNmH8+Q57MmdUU7QymPLUUReRA/7tZnLeiF+g8yaYMgsbaNBimatTTng0pQcCMT3CU7DhZgGnE/LHzCVQtLkI46igwe3ch20d5D+Qw+zrf2YNGZYKIVinWzr5DVeFTSrD3Yd0++HjRrg6cfSJu/9FrKcvqCdYmX+J5b89QUE/zBQA893bWJkxfz08QBRlC+NzyHnwU7gNq9dS+aE55P92z9C2UxYONHZK7kWEM4VG9iHxq4V8w4hiScuelAWEDkLZQTwivKpMI4M9/f6bJiopvyxfpHPLKE7zL7rPn93kCnzHMmwTiAEQJZVCuiWUOAER+bQEJyXm5Et02Qd5EwBxcRycJEksW3gU0hg13Unx1iM6ElZl8w02ZSPpgN++rgFxPz9L17aeNXX0fxVyw1h+TDRCk84x4Oj/852bXDpXxnxPVuuwpC1rxXh8sFytXJkzXWrGXjYgY59ncGriHC+csg1QZ92e4anB1+5JhkTaWrWYO/GiQULUxCOT89Tu3qVsUseyRu389iBonWRLtWk88atwO3Y0vWquuj1moeBPB7gbxmYyVqbs9BisoRNbdMI9aR663ceV988UVC8JQvfelL9IEPfKARp9Y2FYGyCChZKwtLHXbC7A+aBfiseQMTzw3INC6zk3U4k2mihTVECQ4GAUEsSE4jzSt2RNLqkZoVrZZBJpmEZWPsGP54Qe23rd8OnvvTj9KCbR3Uy7PqD8+xg/IABzZggxfTtpA1bGQ9AjfIEZKCmTB1+ZabMtCsdQVDrFnbShHPBApWcEa8QboMRGEGmfJyrEGzBgmzdg0ErhAN0l6XmM4JWZMAI4gGCdPOFh7b4oEOddjyebJmzCD5mj3Wg/qhF7eYc6WWFAadZsdYPuRb493XPNEoM4geS3OVysjgUQagKIdBUHjGMopvfpxz0VmTwwz70xifGDZNi7BfG0wOK5G1+/vuzp8OkRuRNsGkT+C90LSNWFczJmQwm+2mOPusreAxXzIcowHW1iESpCsnsCkm/NYGAn2GcAlZyyDreAkergZTiLdpC2TN8hKr9cDOwjjTFJlOH/nn3PNZQzRIo1nzeTfH4bmCiz/SIau1aXA8nzWOGsOaNY+sOZo1OQl8GEXCHbvIKmU5FxvEx2bOHcFO88z4vesIpdtNUBpTQO6394zkOuQFYY7mP6AlHGuONVQSUlI2GiQKMAlwzSAROVeknDZONESuZi0QHbtmDW3H5lhTSGgKGyF+1q5lHZ81JMSGhCIyY8i4yDurDh2Q3664FzxKzCDNOT0taE2h+9EQf/9Vs1aHm6VN1BUBRLg87rjjCNpImFaqKAIThUAdX+ET1eVJdB78VoIPebO4xQFGrKapXleDAfpwyA7eDTs0ea6s51G7F+p+eRsPoFlSCQ4aMjdE/k08GEvbfvT1cdQ2ds7fkniUDt5gR4P/mGsHawE2ceRYgaZu1tOmYSPHZleQfg41HmHNWoh91iCGrIWjJsgF9kN83rjBHaQjOCWIQl6zNsMCBfPHHPuRxNdhJMfmQ/lokLZfebImmjV2pM9iJtaDVMwmpR7MIBFgxOeZS6J+UMjaLlYTZTo51g8ZLHv31Qz+UBcDwTqKkDTXZw3NI98aT6VzlLlHzNmyXuCDIGvWINBolAswsiW1yQQD6QracuKDhjppbm9TcgMnKLf3iw0jsZsyfL+3Zbup99rnaP+NC5iszTP75eOEma81q5s4HigCicz3ooRms3zDS8iaq1kTQmIqo5wM3u1ppzVZkyRhvmH7nTNacmjWRiFrriajFg2Oq1nzC1njiaBScTVrCNsvIuH7RbOW5uAa2WH7XvLnYrQwuMQWta+W7Z4RaafapZj7yUTHdu3g8cYzxhMtDGmRyPfN3Ylk9L5gC3/dqvNZQ1tde59P3Qf9P2qZd6TbdN3W4beWS9l3LxqFvxokHLXve6yXuzbsr0aE+A3zOxUiZpBYF81azWQN73NjBolWVRSB5kDgk5/8pPGlQ8h+aP1UFIGJQkCftkYijd9KkDVPA1McYKS+J45yQIfhoNWUwQwSkoM5JM/Kd3OyR0jLfMsmMkkma7NZW8bkJrDJjpKhWetozzBZW0+HbbT7Hp7nkbUsJ3P1RtPQuAjNlOB0/Rw6H4Qu22rrdUOzFm6hvtRWjs5obeECMVvLHaRn23k2nYkWTB4hoc4CWcN2cjMTyBae4fcGVXmil/JGep7vGQIywMdBJMzJtCEBj+QJWcvFbEPwdQu9aGef00sLGgKpv8OlfGtkwAntKcQjpHaj9k/5LRCzI2nR+sGw39o6awopvjQwg4QY8zM2QS2VBzwTyFN6TjOHjGbNK7Q+ycFG+J+vww7w/D47wM7yM9TZt4w6lsfpyLW7sxlkMVnbt/0gYwq5PrfOtDRvsItS/JjlWNMqZpDSjxxHgxTJ30vscDVrlp/UnfjKeSfDUr4jfoesQbPm84K2lPNZKzKDrDYhNsARluOaQZbRrOUDjLC5QMjJr1WqWUOTOSZr9psdpAW0GLuMFtYst+eBZne1H/KdKaclM21CgQfbRzze8j32TiaX7m3mF8YPS6JBsnkwIl+OR0LtC2nmgR8ed72xnsNo1hyyJmaQYU6ULiIaR9muZSnYxsuYQXYuO5u69n0XRXsOquUUZrJGA4zUBqHWbgwC0Wh5K4DGnE1bVQQsAiU/VwpLXRHA4B0DedHAeGGlcQ4xJcF6PSTK4eqHQ9bfKH9CQ9qYrMUtm1iwG+caY+1HhjVLmV6PRG1I0UgcUb381MU51jbzQOaQzcOmy494mrUgh2gWshbiKIIcBsR0Oe6ZTG0z+c+43Ta7v3s4SDNiHTYaJIf0h/jZFw0iA1GsSxRGaNaCTMrYgs9IeIbYF2KmtrAuUfIKmjV7rJSs5X3WPLIGMghNnY9924x4ZpAI2T/uHGtoQAaYcl/zZK1AGO2JavuU2fDSZ0WSYw+vu8+cIBNHyBHuFgcYgcD8LMFpExCa35UHtt1tNk+ceSqbSsaMj5och78aJOyFZBfNWo41a5GE9YFqTUW206yhDkwhhwN2Zn/uMJ97Bj8HwMS7nygDyToBD4rCtANPIb6qWctHgyyE7metGmtLg+HZBsf882e3zKeryQiyf2HV4n2nEbpfAoxkvTxrbps+DioE7Rr81XzOLFRGzCCNz5qN5oiolimPRc3zLbDNyP2W75LbeA3rQkqEUGzXlDyTmNdyAj6hXCXTSZhC2jxrnKZgHMFFtjt3g3aYtAnpgmYtw2H7IeEWh6w5vz21dkMIccFnTV6E/JVnE+2ewy7k57XGAS3fJ9yeww+Q37Rae631FQFFQBGYvAgoWWvkvYOSAmGhPW2BM6ape4CRaCBGQ2GrTQEls8LUjG19ZsbtoH1d9xaKc2QTkB1o1iABJmvb2AQS0skaqa3pubTftkEOLBEhzm9tJMymTOLZEc4m2TTO1k17OrZtUatSSnFodogxg4y00zaE7k975/G0Tq5GRYgSyFp4RoHoSBRItCUmjVgXoidkLeCF/zdR5ApKGwqxhhASbLXLxEZvRNhiNWvB1dvIP8QDyGpMINGwfGsE5jxZw8H6icz0lwajge9LqH0xxTc+TDlOIpdN2vvuatbQi36OxukKNGutHJ1vn7YDWRs2jwOGWIKGMvBXg8S67EBfNGut2Qx1D9mACm1M1ko1a6gDU8hEkJNd84MeY01qro01D5x/iebgaEGKzSCdUToeEWg7MOZTspYna6JZwwM3+7DPUaRjmQXT0zQXkOUSCG+PkPgstZhBsrMimzfzvXA1a2XMIHGeBaf8hOYefz1WCxLjm8n+Zz6O9toR8MjacJr9ae33O5b2TPPyZK3wvS80Uv3amMwg0TzImvMIYpd837DuCnKtgaxl4luYrNnvgnt8Z6+be8/Zo8WHNT283nQp0mLxx4b3aNSlqzJ5NOJFbo04Vg11OQEa8d7n+y4pnnCqW/vakCKgCCgCkwgBGXZOoi5Poq56BIU4/gOkmKzVd5ACTclg2Jr2IcAIBEsfm0HOGR6irRE//Zue4gTWPEJhXy/RrPmZrPV5wUU629M0e9OeFGZfgUdm2V/LUI4TW7M/k0iEyYGQtYg3W7vZy3OWarUzuSBrMziaEoJchDnBMiSfZ83zG8O+DEcgTA/x4JAJbcTzV8P+IrIm/mrmAGvIeBwpZC242pIRk6zXy/WDYqJZgwklbD2FrPla7OMefs7OPFdlAokTyGC5wWQtr1kr0QCgC7E5HG6ZQ3QnONBIxotSF4zagWQna2Egrt/aqpHlhpAd0nEE5z0O0OzIXBrmSH2D6X5Tdm3CkrWO7rlmmz0GzbKDB+1LBkbXrIH8+cM+phTWDNcftuen+aaJ/EdxgBEBkQ+DrEHwmGFiA/a5sg/7p5tI6P58UmzGCs+aPG8OdAINIq5JAudgDdEgTXtgLSBr4rNWxgwS5cJdu1O4Y4mpUvTRyyRh0xDNIPscBOM5GvFSfuTJeJ6sFdWseWOHmjWZ1EE27BIcK2nWkL8QkstwwvimJGuWAGc97VpqYJXpb7SjMFsiuJgDNX6IWfaI+KyF6/tbZronGlAxi66xz1pdEVAEFIHJjICStUbePSFrsORgYiPmIzhlRTOdKvsTM2Rto6nt4zxrGNn5MOjlIXQsk6GNLT56LP4P1qyxH1iaCZerWfPIWmtsK+29bqlp49HZPJhhmZldV0TWgjyDm8lP09oR17aYVS09H+01edgkdL+JBpnxpq+9QZJox9C2ybHm+atFHM0aokGKBD0tmWwj8qPPC5gSXLONgwT4KD23nbVuhQGDaNYQ6A0RIUEGIb42+7gL2UtV46+GhmSQJ9Y/DdKsdZqoljnqLMWAuwCyBhlZ90A+/1PBDNIOkgcczZpEgXxZ55GmHjRrkHXsq2aWnpatp2MBZZkc+n32omakM7RowJpXGs1axNYzlbwPEIXetnlMAi1Zy2U9n56FhXuCokWaNVdbI8QMZA2aNRlQo9I0FDH3Fc2aCTCCZ02+FvL8lWADs8RApJt9PGsDEN8pawZpv9+5MmaQJacu2vQt4/QOnFtpz5WdBNNZzOmMBL3Oi+a0UWTN+0Vz37VFnRMSwDvFF1aOj6ZZkzJ+b0JEtpth6fNyreW8XGupgeVG0xpu9SZNuJMy8VOP/opmTaJBhp2Jsnq0b9qQR1iel7o1vPMaQkCKif7beVerZ1YEFIF6IlBiCFLPprUtpJoywj5hxKHl3R/MUtO2WtGCGeRI0KrwEGCEKYxt0gt51tcSphWp51iztoxa0yn2K+Jk0DzoC6xnM8h++xikAivo4PX2B/6x2Vab1plex9ykeHozxWaQ983P0b799hyDkfWE0Ba/4gTYh0bjbAYZpk4e8EGzI5o18V9yzSBN2H5JiO2QNWP6iBEem8ZJjjXBB/UN2eJkmcGX+ikzh0OWIyS/kEE2zXRNJxFkBHnWIL7WwtwEQnanFldp0iTNyOB5xJLBegcY2Wv3OO26ZH1RtDXBQYKMwG8t1L7I7BYzyHKatQe8kP2He2St1yNdMIXcrWUZ+69ZzRpC82daHif/gB0l9bKCrcXzO+xMtxozSumDu1zYsZgJnvWbyca9B387zZqMwAomrbbjXkt4nPCoOQNq78i0WkieNZlUMF9UPGtCcCqQtd6jvspmscXf1aqAE81awr4DihKYj6FB3+G7UO7WR2n3Z6LUsdiaRg8H0/Z1KN2Ta6nzL1A7+7iCPEQiMpNS0mH32WIc8U6WxMtCQkpqFCV4Rt60ZhMJeAJTzRybLacGVnNut2X8WixMllQkr1VcjOCEhNiQRppBlvz0VNHb5qmCBM8qioAioAhUg4AMO6upq3V2hIBo1lCOkXZnbuutWYMZZNJvB9jQrOXJGk7MMtDaCncUSnL0xRBr2pCQCNo1+KyJGeSA/zk6YGOIBpj8vNhtNSstHNFRcqyxTs20leNBwNdORO4nmxrgmPl7m/2rMvNpayxFM+IBCvHoAJq1cNZ7xGSc7iRDziIhdhnNGhR3IS+io0u8cBKjmeNojkiq7UszEZtvB08+b3Y3xQOwvOKPy0uuNdT1tXt94fX0fCZ5rnYHBcYqMljOkzWvonu/x9rWDsq5YbHdoogwF2ydS/H1DxlfGhwTzVq75yvk5lr71+AjNCM4k5a27G6a6Q3PNUtEgYSArMU42iCCk2SY1NpUDTmalZSL5RDkaWsOZiqUfMxq7WVSbzVrmX4maxgo9hYXcjVrZILSeMdlwK6aNQOIaNYEPZ7msf588rwVbokUMcvY7IOpxcvpVXRgnBsI32+SYu/ADLJis/stIET+XPhUhjqTlrgPBT2WJpqSBpG1k47uo/e+dYNkP9i+i16gI3OAcRTigW0x7yutJImxsb85zSCtJjvLmrX00Ev8kkwbn9YgTxCK+I2VhWzVtizFyU2KXVvLTm0h1ULunUO6qggoAorAdEOgMHqdblc+EdcLnykRHhgUadagOaqjwA8pE7Qz4ZxVjH277LokExrxIoPB0T/CZA0pykDW/OxPktmaNbPRfQPraclglh6b0cakaISVgcPkZ98Vv5f8OhG1iaT97M+UTW7l4xzcgr30d+mwPk3B7GzawOaWQRA0HrdbnzU/pfGUeU/admaQngmmJMQWSMQUUnKlyX7Uh8YhuGqb2WX81bAWsXimxKTOq+CSNb9nBolD6WqSYXttTpQZpJyu0jLWe7jJ/zTiRYUMxTyftZDVjgpZi2fiBFK2JLZrvinJlyYatXWcIHsua9UgWY7qiTlzkPSomLHydocEh0ChEvExGfd7ZpDZLTxAn8cFSkkFUix4ZL0oGqTcMwzgMZiXgVrJOabNpuezJtdrzCBB1HZA1qR8zUtEhHSTYo9zUsPHZC970CKKDGTp6DV7mO4MhiuQNbn3NXfaNgANUsQxid6uWZk0wgG8k51n1CVubj1JjG2qNKPPGueBg8BnLTWwwqyH2JcQWFhTeL5O7/1rDtb4UYqTmkHWCKhWVwQUAUVgBwjU8RW+gzNNx8OupoWRdn8w620GCXhznl+IJWsydW1vcR8nSF0QnkUjAdZKsakg+//n/dba+xMU4lnY4EpLeIaCEdbA+VgrxmaGuUheszYSsz5xCOueTieYprHvG+cdEu1PkAf2W2N2RHn3ij+b8PFhduRPY/AnwiBI4l1jBllGs4aiIS98f6nPmiVraYK/GiS9wNOseWQtWRKZzCV7HAgxf+6qI0HipPKtkcGzVSjVPc8aTjWaiN9aZoTvC6sTJaw4tGMQCTCyKv6i2V4c28Us8VHQrL1E21h7Gs+OcFh+j6wh/x0L7nMoLWovMv5H5kC5Dx4E5zVrbC5ZGlxEqoh2zTWHzUflw/wCxvTTnKyVatYMq4AFlXylC7dEYK3vUjRrYgZZIcDIaCfNHrbYHH7Tc4eaZX/Ii+onmrWt3juhfbRWGnDMfbaYqLnEw51Mc8/satb8TRm632q8s5xrLdm/3HQd0WIhYgrpWhuYAzV8uL9jaKYhmjUh3PK81NBfraoIKAKKwGRHQIadk/06mrP/dsLT9g2zuI42TX5E69lxzk9rxI8AIz5vZOf5rG3i8PoHtC01ZA2FNnPQEwky0jEYJ5jMRFfbpMqHb+C8TtkgK6v6OQJ7qxm0o05uyRIseLYWESJjHDiAc675w0Yrh/0Rjvy4NWbP+/2nv41drGXj8ziz19gHwpVlHzqYwiX77CPoBhhBmVlHDtGcU/opOkdGqNiLuuyzxrP+wRVbzbZo1nxj0KwFYhxsxNPsVB1cBGeV6xGy5o1D6+2zZi5wlA/Jt4YiSIqMQB8QJMWGiGZtRfwFs70outQs8VHwWVvLJpCrzX7RtuU6rVkVwveHPbKW9KcplhyFJfDthGYty+Sd7zrHdbfE3zTsfBTImoDIB0W7Ylze+Bpc7YdTd7qsyjMq12s1a4yLPG8OdFKmnkszmVIUDVJu0NjPkj1wIU8e+WnZNhuRcDDijbrFrG2d15Y9PPaGay1ZStYcLCtNoEmUTZy6Gc0gfSH7Q5NjspbXrHl+rEH5TaijGWSpCX8khJmEOovcJ3le6ty8NqcIKAKKwGRCQMlaI+9WRc0ago004MQItMFiNGt++ZXjLR7Eb2Vt2YGtu3A+LGseuWWAzR+9iJBdQ0zW2Dxy9jrrZJT2RzkICZMvJmsj/ra8GWRo36O89hPUkeCkuUi6zZHnRLO2NNSaJ2vntL+bzpz9TiZ1OUqzls6V1B49lNzXjtIS60PGP82M8Z1CsXlp6jl6qMj/zBz2TMRCL24x0QUlV5tvVoaeZze0TT0yorWNFWnWWixZy7JZV2YuF65W5N7JGAXufZgJlv3VtjvOeuHOXTkxsTVBdQeRpQFGVo68aFpeFCuQtZZAK8G3DeaP+IPMCVvNWq7TqjugWQtzcBHEEdg6k4M2wCGwkjDBgmYtm/VmKBaULyjh+4uCVggXsPFJpr1mjZjkuFIcDXICnjOTZ43fUeKzNk4zSNN3jiCZ3HN2/jIyXo5DY+aKvSBr8KmygUbz5Rq+IiQAJ+LH2Z1Ac9fdfhSZQTZhNEjR/EGzlupfaboOM0iIECvXX9ocqOHD/e2CmSVnaam/yH1SzVr9sdUWFQFFYNIhMMpU+aS7lubrsKtZ4/GXmNxUmsGt9QJ83q+m0ax5Cavhs9YfC1Oa/chA1jYG15jTbBtistZrf2W7htncjc0Hd1/fyT5ooHohDvfPxXJsVuPjUOBeSK5MryU40Lj0cn40iC8YzvuILAm00OoWqwk7PvRqOmrRKRRgspYpGXz2vf9IUzexif3shv3Utp8NZmJ27uBDtA7+kRQll/XkSyNH0r9ZodRbEgMjwNHhRILsQzh02n58XRjwFhNIKTOmJcbSmKmWptF9916PqZH6FIJ2bXD5bXkTSLRa0KzZPHQrPTNIV7OGcr2RuQQiJznWxGctN6NwnyNM1jIzW2gGJ8v2b9zEpnh80d6kANoQ8XEUQpD3DGtcjVjeJ4fzy+GTllGSyXoOmlURGewJWXMOSZFpteTJFWilEEAHkoN2HF8rPG8T8MbOBxhJcNp7aKKr/K4kDpxPkSc8FVqb91wgkTK+f+v5WjA3VMxLeUeDRUgATsOX5pIYd93thZAhU6UZzSCLfNaWc0qCCAVb7GSYWHBIsnD3uqpdl98x1JeJumrbqlhP3gEy51ixoB5QBBQBRWDqIzDRP5VTH1H3Cl3NmpnFtQdlttMtWo91n2fzwnEeeeDsMQlOir2tJcI+Zj7aJTqH0iFLpvpA1nrsKLk7HqfWTIrmD4Yo7ePRDA8WYymOCMhmjojmCA0LD69YE2eZELZnjWAPO7UzQQx7ZjC9rJHbp9e7aM61zG5tJiggW1SWleEV9hc5tshq+8oWKtnp+jqJCSSKyGxvadQz0az5mMz5WfsVf+VSih+5S0mrVWzim+Nq1qybVxUN1VYFQUYg4q+G9VZ2zguyTWy/l2cNhIwzZ9GC6GIczgtyrSU56fmTg4+ZfeKzlmu39zDA2dwDfPOyPZzHzsu1JYmS8414KxJ9lA1UiRBxr4LGJLkfJ+P+j32Kq0vUOjbNNeIOqItLTputYr81ftjwrOErze+RhgsmVzwzyCIN6DhPnDxgHr837Hsi1GFNa41mbTM3lGLSNtEmkOi/+2yBrPF7wUplawe/lxQb5ZrTZ81iazRrAys53clCfoXbySiJCCnvR+9ia1q4bTXEXw29k/ukmrWa7pVWVgQUgamBQIVh9NS4uJ1+FS5Z4/GP/MjJbGe9++d3NGs+j0mkAkla081kjQd6+AGPxewt3zjAU5bsx5bpCNDMOAeX6LM52lI+yzpA1uLc4SDnOvNxNMiknwftHREz9AJZmzlif01zIfis2QFPhuu8aTdvlD7AlHHYDhicgIJFlzy8ypLFlkWYPnXBKipWtCGaNewsJmu2D4KxVJJokPBXq6tg0IzBM04b57+5/LcTJDb35easgZaClhE7YOIoPmsr2WdtbmQBhf0yArIdFR+1RwceMjtkG/cZEvKxJo0lzSRdEjSDrOXaittBGR9HBoWwUZQNLmJvvdm3w4+8Zs2rtH3zO2xiqhUwzzlrjyFF0SAngKyZpNj8XPtGkkWJzMeLcbYzRs/0bqY918+iSKcNemPI2lqvpZ3xnXGfLcZS3heVtGroabP7rEmetVT/ixy1f4RCnPNQJE/WxvN9lMoVlgWCC81and+rcs68Zg0dt+92OaTL+iKwZs0auuGGG+j1r389HXjggUWNP//88/SjH/2IPv3pT3Puwghde+21tMsuu9DJJ59cVA4bl112GZ1yyil06KGH5o/ddddd9Oc//5mWL19Oe+yxBx133HH08pfb36x8IWdl/fr1dN111zl7+HeIxzWLFi2i/fff3/wVHaxh4yc/+Qm1tbXRqaeeWkMrlat++9vfpmXLltGJJ564XaFyWG1XyNuR4ejdl19+Ob31rW+lpUuXViqm+6c4AtAPNLX87Gc/o+eee267Pq5cuZLwZfvDH/5Ag4MyJb9dsZ27wzWNMwMD+6MjA4R6d07IWo6Di/i9wfOfXnEp/X13EDAmT0wuZrRYMrZpyNqXpFi71pFMUu9mazKXFrKW5hD5wVYThh85t0YCIc5R7aMhmGdxgJE9OAE2JBspRINMMlkjie7G3I8jxtsyofIjheGVYTbZyVFs3ng0a4XRqkSCxEnEUgvmkK6IZq1hZA3XCKeusXFNt2t1WY/M2IPmnfQ/NPPgTxS1B781kDVo17ZxvrtF0SVFx7HRy5o1yEuJVaw99VNPeI7ZznrRIIM+G8Ql08OpHPg+Q3zx8vcqr1nL8WTAfFN07B8yZaRmkAXMHFPTvM8a+HDh8S+Urfeax1x8TBblvld7il+9/EX6ye4PUHih57+G1846r7U5xd/Vas8xrnolZE1M+krfG26b4rMGc0gfT1o1m/jYVxiS2PKkWYbal5glPsTkvpI/Xr7gOFYEM1QZNU3CONrcrqjcJ/sztd1h3VE/BFavXk0XX3wxnXXWWRRnKxtXQNZwLJFImN3XXHMN3X777W6R/DoIyEMP2Yk/7ES9E044gW677TYOYBakm2++mY488ki68sor83VKV0DWUO/uu++mJ5980vzdf//99JGPfIQOOugguvrqq0urVL19yy23mL5V3cAOKoKs/fGPfyxbqhSrsoW8nSBrwOSFF14YrZgem+IINDVZ+81vfmO+nKVk7X//93/p3HPPNV9kfOEuuOAC2rrVDiyb6n7hB0ciQE6gZi3HJpCc3cxAMcTBPXJZj4hxGP2eVjvDPTJiZ0STM8NclmhXyVvGpowQaNbWB7o5zxaTNkpRPBCklfFN1B/m3Gw8Pb43Wb+mXDhs/N0w+5mEaZND1vkifSYAAEAASURBVLKeZi0rmhPTsv3IJn0UXxuk6NwUz1w7B3awKpq1HBPH9Dxvtp7rSGhqIW3STIBN8oIdGYrMtnjI/pqXAA0Qwl8NspPIGk7dOv9VnBDbBhrBNgR+a4OZAXph+FmzvcgJ22928Ad81kR6wr3GdBLb2XY7UpIcTTB/zXnh2yXohNSTpS9rSZzRrFWIBCllt1vK/Rey5kX23K7cNNqRC7mvZmZo0OLibyLJGnMpue/VQr9ijyx98sif0ZwZC20TGPOt8yZv7NxAtU1XV09IAGozlkLSRtestZlzNaMJJDrm50k1SKp/hVkWada8yat6ThC6bYlVhTlxPT9Es2Y5Qj1b1rYqIABidtFFF1U4Or7dW7ZsMdogaMkefPBBuvHGG+mJJ56gSy+9lC688ELatGnTqA1+4QtfoJ/+9Kfm71e/+hVt2LDBaJZQN5UqP2E4aoNlDv7iF78gkE8VRWAyIOCOCJqqv5jtuf76640K3O0YNGo/+MEP6Jvf/Kb54uNlAPU8vthNKTKI54GBzEi6ZiT17HOAiRPEaNY8sjYc5JGwkDX2W5vZYhMnZ+MBWn/PpyjRbevM7kuwG4kNLoI2opzJOsGE6EwO945BO9r5y9ZHLFnjhNv+IfsrCl8mLmYIW5IJmAm0gQECa9aycTsoy8lgHA17Mryad7JGqmUc/mqoKj5rGUQScZIHy8yxLOU8WC77+AZadLbNy+bur2kdg2bwvyYga+WuQ3Kt/WvwUXO4NLgIdopmDevir4Z14JoJFMybjGbNI2s+DjpRTnxZu9/4rC0oV2KUffJ8iILcHVCPUm0qH5JJCVwje1PZiYEJImswgxSplay9Z+H/o8t3+yYt6lxqm8RrY63X+lw5ywQu3WfLvJPtueXdXK4nJsCIL5CPvFquzM7cJ2aQeFIgkmMN6wUzyPppMUVbh/YbbwaJs6hMBAIgQldddRXde++9NZ8OppXQCMEM0JUPfvCD9KlPfYq2bRvf77GfZwhOO+00Y0W1dq28QIgeeeQRete73kUnnXSS0b699NJL7umM5RWO/+d//ifBSgtmnL/+9a9Nme985zvGxFMqQKv3iU98wrQFZcDvf/97OWQIItqBdgsmoTAD/cAHPkBuX/KFx7ly33330RVXXGG0ku94xzvoNa95DX3ta18z+JVranh4mD760Y/Sd7/7XXMYGjz09fvf/77B6M1vfjP96U9/Kqr697//nc477zxjkvnhD3+YVq1aZY5jPI3r2rwZjsRWvvSlLxVpMFHm3e9+Nw0MDJiyjcBAzq3Lygg0JVlLp9PG/hkPVywWYzJQGDw88MADNG/evLxtNdTrr371qyuqmytf+gQdEVNIRlq0P6PN4tbSq2DIasU4WD5PGtvB8zCH1s/lrD9amjVrQY/QhdmRbNWKv9GIR9Zw3uEA1/ewhmZtJg3RSV4492HG+e99q2mbF8Y7MGzbzEYt2UNUMEPW0BC0a4asYQMEyy7dz5GVdoTesnicdi4eQUvP59CPjohGzZ31lcOcCo7NLWWrTku01ySatXJXJBEhHx982Bx2E2JLecm1hm2JBCnH0i2iKeNANLNaKZsPMFJ+VtOXccjafGlljEsha6JZK/O8jLGlKVNMAozYITY/bCBq+AtOwCU6L6hazSDhK/nqntOYQXC/EUEVZA1mkO28Lu/GCbik/ClKyJpM7vhHeT/g92fOMd+mnsPro3XI96VOK34vz5o0V06zJr89UqbWpeDWMM2a3Cc8L1NMkn2cSueJYEP+BleM8iDvAMe3ve1thoScf/75NDIis5DbV9q4caMhSSBK7l8OUV492XfffY3Z4hlnnEGXXHIJgZBgXNfR0WGIyW677SZFx7SEpu5b3/qW8XeD/xoEvnDwf4MbzOmnn04wl4RfmxA2mF++7nWvM+d95StfSR/72McM0RJTTbjQwNwSAsusgw8+2JhFok42m6X/+I//MOQOx0E84dcHIgVShzJ33HGHIXY4Xov8+9//pm984xvGWmzhwoV0xBFH0H/9138ZnErbxX1Bv0CozzzzTHMYRO0973kP/fCHP6Tjjz/e9BVk8l//+pc5Dgu1o446ivr6+uiNb3wj3XPPPbTffvsZ4omx9M9//vP8+BnmrtB+gjzK/fy///s/evjhh43ipFEYlF6nbm+PwET89G9/1h3s+e///m9qaWkxDxa0aK5gJmP+/OLRIB44qNXxBcMMjAi+vH/9619l0yzhpNneLrZ6RYeq2hAiCSfYcu0OtY1QdiP3i0lGR7sdnYTD/rJlq+qAUynW4l0Xm0GKD1HcBJWwxCoaaaVwm+1DlDUh/wgtoD2tos204svJL6Q1g3xTSx+1DVg8Qdb+zf5KQtaCSasGCXS0mGuJRn00zGH4gcFQJ1/zmiyFciCPw+RnrUy7Z1on3V39kiWWPXuFKdrOudYYP9y7sEcmpVzpMuBFlQvsOrsIw9ZW+yMV4aTZ5e5DaTu1bg8Gh9nuiDWQvjAr1zgfWSenMGjfuSwDzyIwxPXP8gKO/GvIatb2mrkvtcvz4V38rq2752FYxAnTXdyyrTxBwo9Nhi2s2mfNoECXNQWLMVsIl/n+BLzpdmha2+eP7/uVbk8bDH38/CB6YLQzytoBYXD5Lk7ICp5D4Aht/c6UQNQ7PyYn+DkLshlymgcM/rCPWr33SKP6F/QmYNB+kCODus/Fjs4p799y78OBKOdNHGSz7K3shbeXn1q8qKM7arPexwdCPCsATPlZjXiTT0E2Fx/tOtv3O6Pe3Ri1Pfkej1rIOejDpFyGJ76YlXXP2ZMnp+z3J+ppxFtiEb6+6gfyzqnMKr7u/HNL7W2Ned/iPTDIvx0BnlRs8XxoS/sw2jYmcSHRaNT4S41WdqKPDb4QpOd+aE1X633uzr1TtOw9Mus1vtbx3vve975H++yzD332s5812p1yLfz4xz8m/I0maOvOO++kj3/844aIXHzxxeb7hQAkX/7yl2nx4sWjVTeaMHkHDw0NmfEdCBI0TiJoG+3BFw4CDREIF0wooW360Ic+RNBUQYMGAdHCtZWTL37xi0Zz9OKLL5oxCLRmGGdCiwbyiuuBgHyCzEAkeAjGpHPnzjX7qv3A+BXkEyQKAs0k/N0+97nP5ZuEPyGCwMAMFETTfV+1trYavPHeeP/730+zZ882ZBLXCxzOPvtsgvsQ5L3vfa8JVIJ7jPsIXED4oJEDeV2wYAFBmwayB9J96623Go2ddKRRGEj7uiyPQNORNdg1//KXvzQqXfmCuF1ft26dmZ1x9+GhBVHDzMGMGQX2gVkfzAS48pa3vMVEAHL31WMdgxP8lUqinSMpsgomwPmKWjyiEeZ1RCGqt7S2Wz8yhO4Xn7URzrlDnmbtt09cQscOzqVlfDTKmpAnW/ag4dbCi52HyZRiH7sQR4CMsf/Z4TPaKLLa9nIoFKS+9Mw8WQukLAEM8yC+ha8lxtxrK1s24LoS3ZwDbUWSwsP28Qq0Bnl/8Y/T0HI2oeHuzlpcvH9HmOT2W0TZRc9Q5BV7UNTBkN9VRsJM1hqBbWm/hoNxNvPkRNGZqCEakRmR7a6xtM5EbOM7g+vvae01p1sbX81RHUO0R89eFCijXuyJ9NLGxHpa0rVrEW5DIEusAcn1hM3+bBeH7+cWI0jl4OAu15Rl0zkcD8yPFrUjx0dbJjoSBsPcIFrgARZHEYy1WTI/Wr1GHSv3PW7UuSq1m+HciBAff+8gSMVgyBqTt0Y/39kID/zNWWFS10KRMvfbO1xxUe59OBTlSZxNUEfzd38xvi/1fwdW7JBzYDA6TLlUjsIga/y+gIRCnO9xJ/XH6VrR6nj6E+D0AumRLfzdWUztnYXfQDZMMRLjwFL1vDyQNbgOtbXh/VD/SaocRxi2ZK22+wKy1mwSm5ehBadW1lzV0t/oLPv9qrYNEBRoeUBy3vCGN5RtBjECygUJmTlzZlF5aNHgygLTQ/itQRMFMnjIIYeYSfS99967qLy7AcKx6667GvM8mGYiuAgm8YWgQAP06KOPGpIEQiWCSUNozqApgw8eiIgIzrdkyRLZLFpCc4RgKO5kMTRYX/nKV+iZZ56hPffc05R/2ctelq8nGj6QyXKCvkAjV04wXpUJThyHBZkQNWyjbViRufK+973PkCj48AkOchwROGWiDEvcR2gcgcPy5csNgZWyWCICpph5ggTDrBICEggCDDxAHkGqEdHz61//ujmOj/FgkK+kKzUjYH+pam6mugbA2N1IjlDdIkoObGp7enrKNopBANTprsg2tHGu4CHETIsreJBd+1z3WDXraA8EES8P91qkrVTIflnTrMmK923h3d1MLJPcB0t2pFw9lum0DLHSJigIkulmcxx23Wd/GJ5e83dq35BjsnYGQbP2ZPgIWj+4gpb5u5mgZSnNwUVe6OLjW3j2PsXaOU6IHN+8lTCkGsRMpW8xbY5auxR/jjVLLMP+DI2wvXPA38HXFWITgc385rHXnFgzQuBQKQ79v3lzIcpUYgvHl+yfQV37FnDAvcOM0Q6dh2cyibjUewE7dtaDA3iUO/nZSPC5xPkJPWyMZGCTxo/hwAZ7H4ezw5RwrrExZx29VTyHMF2AP0A45WlmuMqC2BLatqW8j8Ds8FxD1jrTXUXfi0jPPKJ/r6XMvF6zP5iOm+dgePM2vk6+xyUS3dbPVJ9n208NFLVTUqzsZtbL2eflXqfB5AANby7/A1i2gTruxAwlvsvyTqlj0+NqqoUneDAEzrLGB5LgMPp43jL8Uc/3l2m85KMlzfkVvX0jfL54mftdUiW/iQFIV1eXiSpXOojJOmHek934nm7/HOUbauAKiAAkzs90Oo3vCSa0gGuf2d8MH52c6gCTj2MVX8CyskDrwiJcM2n8JsZoZHiQ99fPptDvAyH0UzYzxO0W3u1j7e+YyvGjnxpMFV3PmOpxIWhlQHbhZ5PkaMflpJRclCvTiH2x3izFTqzfvah3H89nTRL8u2AWCS1YqYDQlJKF0jIY4CMoCMwT8U6AaR/+MLYDKUE6AGjAKgmI02GHHWYOw98M4zhEq4S/GcZc/f39ZoIe9xjbIgiTj99BmE1CYFboijuZ7+7Hd22vvfZyd1Fvr53wdAkXfh9E5LxiLij7Zbl06VJC7IVSQd/QpqtdLB27ou3SdqHJwxgZfn/HHnts0T1w+4XzCREU38BSazRcm1wXyBl89KAogTYPZqvACeQa9UAcoWGTSKHuuXaEQem163b1COxUsgYnSHyhRWCPC3UwHhgJeYoffAQPQURIzLbMmjXLzBRIHSzxxcXDJWpzOQbVdKl6GvbGlV7eUm88S/lS4MEv224Egy3WOviy/Mn5yWakaM7sRPmy4zlxmbL+AGbEEY6AQ/eznQ+CPWRz7ey/5v2Ysplj0m8H7RHu77rcKbSp/3baEJtPXfEEDwRD9OyMLJM1njFNpVkjw1EABy3RG8QMNGttNsUsUbZ6FB4/xniNfwyDQRC0EA0OpamlFYMhzs+22ZI2DNJcbPqes7Od0QXx/H7MgGKA7JYrc4kVd2WyHlHNVbgPFWtWeQBBGPjyMoPAgwOzhNMEK6SdLXjBA8NWQ61sbxZFllTEdXZoDv2Li80M9BaVCXV28d61lO7pMvuZ9xvJcmCZcvco7AWcwdgwVWFwZFuo9Fn4wU0HGNOdhCVmOGt5Ditd3Xj3R70gHzkvhH8uyTPmHJAnx5rvcviPt/3RyptXllcgzWk3xnM+MT/DzPF29diEE+8FSKZnJ35fvH5kmRD72GQc4uP383b9NUd23sd4+oM0K5Bg26Ki6/D57KRNlqO1jqe9HV21+KwF/NW/s3d0DuL7lOOfrmr6Lc9hxd/lHZ58eheARgwDdJgvViNPPfWUMSGEZssd3INczZkzZ1yTYSiPaJJoCxq9z3zmM2YyH5o7uMC4pA+aIUzogwjhvNAQwY8NgrEfrK3K5VWDD93vfve7okvFNp4j4FBKnIoKVtgAuUKaA/yeyPOIonDPgYzXbw+BWQ4//HBjygn/O9yjHQmIFsg1ruVVr3pVvji0apJTDzgec8wxxpwUhO3oo48242loWHEMgV1Udj4ChRHSTugLHgaxf8YS6nH4lEFdLX8gQ/hCivp66dKl9PTTTxd92WFbWzpzsBMup/wpPTMUjFEwAfT2szbRUYc3RvMT9ceYjDFZY8IiZI1yHaxZE7LGZo4Btl1hibBmjWO002PJYfrBXvvSLxbtgREL/bvbDl5a0lmKBjtNYlyU72fTTcjmWOGRgT9xrsWafkbC1vzCBBlB8ACWUJ9HoApKHrMf+dUgsXFGgjSVKnyMFmCkQpXadgMGQDViB587M3R/uQuRACM4tpAjelaSs+e+g86bdwEtje1WVCQ7wz64mbkdZj980SC+hH1+zIbzgWTZkKznI+Mc2vGqbbpQzj4ehe1puCah+2UJHysjHmluKCR1DDBS1E/3PTCn6MjEbti5Ip5+5v9eahX+mZnUIhEhQx2Liq4jKKH7vddU0cEaNgS3sPfer6GpylWv4N+Pz3i/IZVL6ZEGIIDxFMZnMDWsRjDAh7YIAUBgtrd8+XJDnJAvDYRJgmOMtW1ofzA2hL8YAnJAYI4JPyxo20DKEZ8APl2Y8Ac5ghYPgTpgeokAJ+985zsrki74cUEhALNHaGPRFqItwjqrVAkw1j7DTwy+X9BaIajHihUrTF+hGQM+GMuOV0B20S+494CY7kgwfkYkR2gyEXAFChHBA1pPEVwnIqxjDA6CBlIITJHLWMmaoLRzlztVs1Z66eUy1COPGiLZQP0LgXocNtA33XST+RLgJYCHEF/KphRYoUAmYDAQY1OYZCDOp4JmjWeumUHkMpzI1SFr82YearoTY5+1HJstPsnmLLtFIux7BUKXoee6sQxTC/t0REOd5I9bFceA8Z1JUl9rYWRtcmp50/CIBglxc62FxPKuZPA9jEiQHBmuZYGMQE3Vmj5AhCGSN8luNfAT9xP8VFwPhJQ38JTjadola4tjlX8UDup4GeGvVEZeuZTSnF8ttedsc0hCuAspKy0vJE5IXenxUbcLj5Qt5g7qR604dQ/mo0F60U/zmsYJeI/UM3R/0R2S+woC0VN0ZGI35H3EWObfGx5pm9iO1O9svqD9oXETYqP1QNC+l+U663VGaU/e+/Vqt6idYheookO60XgEEI0b5pC//e1vx30yaMPgp/b2t7/djNNAgGAyh4AXMK8DKRivwHcNmiqQD/hTff7znzeuJ29605sMOYNpH0LvCwkBsYNG7PLLLzcmfOeff74hjeX8GKFNgvYOQUuQaw5kD8QP+6oVXCNyuWFsCrNFuHhA8SBj2HIxGcZyLkQ/P+eccwz5hCZsR4LgKQj3D0KG64KLESJrIqCICI6BRKJvEGgngQnu4Ste8QoppsudiEBTkbWx4IBZDvi1wa4WhA1mS3CEbdoHqgU/ljytWVBIjeUyqypjNGuBzex/BrLG3i05NoPMtjJZs74hvmyM9ph/Kre9ijVrrBZin7S+1AHmXHNGMsw9cvTcDPiidTBZ40AP0KzFN5rjfZ6fR46jHoqwiz54nREJ4VxE1ga8gYLMZHsVExuCFJnFffTalPZqWcK8dK/dR2jZriCbEyAYNLNZGg3ba2w2zVonJ8UWWRTdRVbHvmSSkNp7Tr68kDU/RwQtJ0Licl50vXJlKu4rfQvJoL5ihal/QMhaPpegnTOZkEkfVjflAa5KU5qvXbIi9xVEbQJIZ8nZC5vSD0PW7PfXueRCuUm0ZnLBcX/dsP3o/q6LE7Rh4wjNmysPUH0uSnKFikVFfVrVVnYGAtCiVDLzQ1wBVx5//HF3s2i91FwV2jmY26Ft5PXq7u42foRFlUo2MGFfqS/wMXTdZjD2Q9RHBL+AiSOiGLryl7/8xYTrFzNJmGZDwyS+aND4uQJiCT89+JmBbIKwiIDglfYLZoyl+6S8LJH/DX/wg0bKg9I+ohw0b/hzBaae+IPAjLH0PBLZEccRmr9UYP4pAm0cSCcSgFfqA8wlS89Reu+rxUD6ocvaECgdJtXWWgNql5vVQWQgRIzEFxSzBOLk2IDT196kaFwmYHASC7SwGWSaZiTsD7PxWWOy5g+uMdexx+ozKJiwHYrkuEw2SP5hIWtpWs9uD/0xS3YQDdJo1hK2bn8YDtF+8s0oMC8Ozl8ga6JZS/JAr93C5reWkWxz6REa3p3hRNlZLhPqLD/otzXH/4n36qkniipv/PXHXUPGs2LRKvd53A01pkI7E22R0TRrUmZHy0KeNWvuWFpekmULqSs9Puo237siKcwHFO2eVhue2XE+ObaMtSfgjZ1zmEutedaK7pmQpLlFeyd+Q/rBGj7PJZB/QwrvqInvUO1nbN/19fyej3IKkd2KGuuZmabXnVz/92Jes1bHCbeijuvGlEEAGiSQgUYJSFU5EoRJfZhiInQ/liB10DCBPFUS9LU0KEmlsuPZDyVDuT6Op41ayzZDH2q9hulcX4ackxIDzJA0NVEDqmIGOQFIW5+1FIfltywJZoowhfRxgJEg79rjpdfR0D8RxYv9xQJsltCxnmePXqIQl+9K5mg1+5rFg3ZUGEsFKIYBP+f2gG/acNS22dka4aAldsSYQ7brvGbNHrc+a+YU+Q92pctLqs+y1mAnHL4msQj5blKy1uGRtZi/hWaFbVSrmtBm8gBFopCy0ragWTPmc2K2V1pgtO1SsiaD6dHqTPFj+cAiHFLeiMxtyHPXyOv3gpvgFFWR70p9ExJeUNhWKtnY/fJ8MZZC0ia7z1r7ktfQnKO/yWnWJuIBYcWoR24bagbZ2KdAW5/iCCAABwLPQXMI/zD4jUHT1wgyNsWh1MtrAgQmYJ62Ca5yZ3ZBiMqEkLUo+6wVQgJDs5bKdZnQ/WGPG63nfDz7MR5RNoP0hRKc1DlOXQl7EGSNAkmKBzi4CCcj9fvZjDLBOYmY9Ely1Vkx3sdB2v2cBcf4rAlZE80aa+TYirJI/NHCrHW63wIR6rDkrqjgZNqQMRHIGvvfmbj1TdR/PyfHnR9ZRL2ROqkxeMYRJo5i7lh6qT42j6zKBBINFZE1xlIG9aUnmUbbolEz5pB4vkSzJs9dA7Eo0qxVEzCmUt+EJM0pvA8qFW3ofukHYykkTchHQ887hRoXTtjQACNTCC+9lIlHANEYEbgO5o8IluGaNU58b/SMikBtCChZqw2/HdcWsjYBgyzrs1YwU8vlQhxEDuZwI4SgXd1sArCVzQEgM9IjTOUyrHFryZO1VR0YRHFeJQ61H2N/NoiPw7BzKBDqjppsa9TLUQFzyEvEZM1kgvIG2gWfNSZjOAVmXjm5NoTTt+Ul1W+BCHVMcs2akG+QNef68hfaBCs3H/A71qrae1CP7iB4CEhZOYHGrargImjM/W4oUTPw5qNAQlMJfCaQrLk+a1UTcHMVJR8z8H7h53FJyf6J3nTImmjWxKxvorsyWc/Xyrk0Q/w7EXVM3CfrtWi/pzYCsL5qegusqX0L9OrqgICStTqAOGoTiPOAmXFwnQYLfNaQpFrE5lljx1jWnrVwnqb5HJGpPWFHxp2cEHZBjNc5D1unp1lbw5q1EBO7EbaZbONksXA4DXMI/wyrOmZHQfoGaQ47u2a93D0gg4a38ZGwl/A2keTBGPgBrref/1hczVqqTzRrhX7aUpPs08LI9qHc7+7m7HtLoJDAsx49xMDd318+gAs0btlusfkd59nwSCBCYIYfHBlIj7OJKVfcMyc1mjXgM6FkDV9gK3U1gzyZ2zyUZ412ZiRIXJYhGHyN/B3Oa9a8EPf2qvVzRwiccnwf5z/z8SB4RyX1uCKgCCgCikCtCChZqxXBHdVH+OEv8EAUywYLNGvbkFDYE5A1f6aVyVqKWtOY1eZxSpZ/XXmc0h4foQVsG+nj8P1drBWBrDJkLUEjTLy6ByP07OZHqJcLpziZ9lEzO+mCtiwd3NZKWT+PqHnMVaRZEzNIkDUITCE9shYwETHNXhLNWrBziphBwpErZrG1Vzh1PzFw920oPF/ulfqS0KzV8DqBhhb8XTVrBlaJBmk0bGZiwPteySSBC36d14vMICNFNqq1nQkD+51N1HAFMiHAWIpmTc0gx3dr4aum/mrjw0xLKwKKgCJQLQI6L1YtcuOpB4f6Oo55Kp06wvaGiSKyFqJQGomys9TKmjVIIGNveYBVQuENt7JCw0edcavlgs8akmmDrIVYs/bo2rtNHYTojzzbTi+/nsPqbmTNGsgai/FZ866ryAwSB72IkGkeYwadaxeyNmXMIHGtYuqK9Skshqwh2gwTM1dgGgnlcU1kTXieDKTdE0zDdSFrJlyh+5aeALImZpCGtAXdk0+RG+G9m2CuLSHoVUM0Re6tXoYioAgoAlMQgSn4SzwF79IYLwlBJdIcHEQkx1Ebw5korW/voRZPswZrn6SfGRQvOxJPss+ajyNBZmgolKE+9r3K+AIcETLFLmd+2rRxpWkqy1Efh1ezyoOJHXKkZQMeWQsUWFierIlmzRsQpfhcYmqExkyAER7ZB1lLN6nFHTRPG7Jm73dpkBGJEFmTf5M8SkrWzNciH2AEIfzdZ01IbQO/PLmg1eLVRL4b2L+amz6cW/g0v38OgWbNtiakrea2tQFFQBFQBBQBRaDOCEzAT3+de6zNjYpAxvG9QB60EAcKeSG2kE72wvljGJbkUF4+JnIduedphAlYaypL61pBnpJ8rJ1SwRFe76TcNhtZEpq1+EY7mk5xNMdkbAGNjPRTMlqIwS0+ayYpNnoomjUma2HkDfAEofuD7VkOMS17JunSHUBPF7LmJbz2s39axon4KeRNcrFVdUeFrKkZpIEvvaSbRo5cSolDFhL91UHUfe6c3XVd9RjMlCVrwHCZRUzMH4W01RVHbUwRcBDQIBcOGLqqCCgC40JAydq44Gr+whxxPy/wWUMUyBfDu1M0xao0T9KsPQtlmbD5ByjCFm2RTI42tjCN88c5eEiQtXM2eVig30Y1yLKTRybO7IrbTg8GKBNpo4EMT08bR33brvgvmDxrOA/SAMDfjXM2xTwCmeO+pAf9FJtfPqKg173JsXDJ5nQhaxwNEuJLFN+/vGatFp81eW5Vs2YwzrWEaeCth5l1tk0uyASQtZxn+liTprTQ46ZeE62/kLam7qx2blIjgBDyKoqAIqAIVIOAOwyopr7WaTIEsm5CW2ZXbN1I/b6efKJsdDfLaq0I71/ZMpO64pZsbYoxWfMl6aJ7N9BJ6x5ly6tt1DpkR9BIfi1Uz5gxltGCYNCDAU8y5T1SnuYFZpBBb4CZHuBjrMkLTfbgIgDRHTRPE7KW9ciYaNIAA0S2axrcyzOlZM2C6n66z1pQvolugTqve++QqlMx1Lk7jWxOSJqQtkaeS9tWBBQBRUARUASqQUDJWjWoNXGdbMj6m6CLCK3fwhE+0uxJH2btmStR1qg91rYvR4K0s32bOaKhj80gX/HSMIftT9GM4B105NpdTBVEfcxxUmRICoRLtCAywDZHOJBfmMlaic9a2iGPUya4CK7XHUBPo2iQuHQhZ1iHSO61mgb38iypGaQF1f1039Luc+eWqeO6RIMUcl7HppuuqTmzU7R0UZyWLLQm303XQe2QIqAIKAKKwLRHQIbd0x6IqQJAqWYtlvJRJtvNZK1ggoFEyVEOOLItNIODjAhZYytI1qzNHMmYdFf+XJoO37DAwAKftRzC/bHmLD3Ao0V5akq0IGG2udzOZ80ZXEqOtWCnjT45qTF3rmv6RIO0jErImdy/vBmk59Mm+8e1FLJW8kyNq42pWth91tz1Rl1vwLLDmjSljepbndttY1/dN526tc6tanOKgCKgCCgCikD9EHDnbOvXqra00xAQfxN0AD5r0UyGAql5FELIdU98bIoYRr413tXuuR9tYu0Qhw6hWUzW+jn/Wl/mVRT30gBkc1EKzc5QqCPLZI3rycBall678FtLJr1HSgKMOJq1dL8daYY4wMikF/ebM03MICXgxPaaNRvKX45XdW9lAkA1a9vD5z5rE0nWPB/F7TukexQBRUARUAQUAUVgohBwhwETdU49TwMRMEl0vfaRBy2aTVNHMkABx7nZl7Mjvp5EH7XZGCK0iQlHO+fPimRzHLo/QcncXLrsoH/Q+s59OFdxO8UWpDncfobSQ37yqm+XwBhkLZ3xkTkVJ79d2xGkNbMKjC5vBqmatQY+AY1rWsjYdpo1zrMGkeNV9UDImmrWtofPJWju+vYl67InJz5rtWhK69ITbUQRUAQUAUVAEVAElKxNtWfAi+bB6dNY/KxZy1FnelMRWfN7bOvQrU9TG4fth8BnrTtptW8jYeu/sTmSpeHAXuZ4bFGSgqxZQ4AQ8V9j68gigRkkxJhCMkf72X4z6NlFnLzNE4T9hwQ71AzSg2RSLXIRS7y306wlPM2ad7yqixJObyKMVtXC1K3kvqUngqy12i92trPw3Z264OqVKQKKgCKgCCgCzY2AOwxo7p5q78aEgC9oVRQZz+8kkvbTvNSzFGAzyDQHCQEd82XtyPiA/hdNjjU0vLklRzM8/7UMhw2HxNItFEjYsi1LUhRizRokr6QrJWusWYNIkBFo2YJO3jfkWINMiWiQ7L+Xl+lmBumRM7l+IW81adaErJU8U3KOab10CZpoIBsISHrhDNr8uZNo+ORlDTyLNq0IKAKKgCKgCCgCY0FAydpYUJpMZUJ2ZJf2BnjhjJ9msKkjzCCTbN6UYcLm41D8kFmJHLWwZg20YwtPos+KW43a3HlHmOPtGU6MHQ+Y45E5GatZ4yNZ1q4ZKRlYIxokRML3s7tcEVlD2H8/a98CU0F74g6gpw1Zs4wKSbFdyQcYqSXPmpA1NYN0obXr7lvafe62L1m3PZkFXfjy1q09bUgRUASaE4E1a9bQJZdcQo888sh2HXz++efNsUTCjg2uvfZa+v3vf79dOey47LLL6KGHHio6dtddd9HnP/95Ou+88+iKK66ge++9t+h4pY0d1bv55pvpt7/9baXqY9qfTCYpHo+bsg8//DBdddVVY6pXbaFvf/vb9MADD1RbXetNcwTcYcA0h2JqXL7f06ylPCKFpNe+9FKjWUuwti3t9zNZsyPjsH8ua9YyNMibGdYUzRrxkmC32xHznPQizmLNuDA349RsFPQCg2RZY2aklKyFPDNIDt8PooaKAScvFHzWjCmlrT25P91x7DQhaxLKvdRnTchbTdEDlaxV/j64z5q7XrmGHlEEFAFFYEwIrF69mi6++GI666yz8uRFKoKs4ZiQtWuuuYZuv/12OVy0LCVrqHfCCSfQbbfdRsFgkECwjjzySLryyiuL6pVujKXej3/845rI2tatW2n//fenlStXmtP/4x//aDhZ+9a3vkX33Xdf6eXqtiIwJgSUrI0JpslTyBeyo94UmyRCzxXhkP3tw13gWxw4hEkUkzXK2hFfxNdLreks9UPT5e+nnhGrMRn2IjkuGNqdiR234w0QQ+2eGSRr64zIANtumTxrWIXPGkwgITI5n0lw4JGEn00gbRvm4GT+cL8504SsiZmjaNLk9gl5y9YSPVDM+0omAOQc03rpPmtK1qb1o6AXrwg0CgEQs4suuqguzW/ZsoUuv/xyuu666+jBBx+kG2+8kZ544gm69NJL6cILL6RNmzaVPU+19co2NsrObdu20TPPPDNKCT2kCDQXAjJEaq5eaW+qRiAQsqPdJJskgi6FObrjrGG7byTo5yTZvDNjR3xR9iGDMiwbGqAl9AfWrM0y590SGyKszRpcYNqQvGqiWcvkNWvW7NFU4g9Eg4QkOHx/mpNxQwKezxpMICGhqRBcBBcig2ZoDktIKw5PRRHNmZAzuUYhb3Jc9o9r2cs4AtPZ46o1PQrLs4arddenx9XrVSoCisAEIAASBTL1hje8gV7+8pfXdEaYVmbYvGbZsmK/1w9+8IM0PDxMIEuzZtnxhnui8dTL8UQySOCvfvUr6urqore97W107LHH5pvr7++nL3/5y8Y0s6enh84//3w6/vjjaWhoiD7zmc+Ycp/97GfpXe96V76OrECT+M1vftMQTbSD6/jYxz5GixcvNkVg0rj77rsT+vvrX/+aotEovfOd7zSaRGnjD3/4A/30pz8l1McxFUWgFgSUrNWCXhPW9XtkLRHNUoT90+Cz1u2RtWEmax1s7pjzRnzRPkviAr7NHLLfZxJi45LWtfGLlJdtw91Gs+bznpKgp1nLpLyp/hItSMFnzUfPL7emlELgplRwEYAkg+ZpolXDJVM4SDk/+zyW+qzxtnFjDAsopvT4Po7m4q+YPsR3XOCoZm1ccGlhRaCZEciuzlLmXusyUO9++uZyUK8jq3sPg+zcf//9htTAfy0WK//jtnHjxrL+bSBPIvvuuy8ddNBBdMYZZ9B73vMeOvnkk+nQQw+ljo4O47sm5UqX46n3ox/9iJ577jlDLmGaecoppxB8z/bee29DyA455BBzPhAl+Iq99rWvpe9973umTwcccIAhUvvttx/NmTOHli9fXtQV9Bck693vfrcxDb3hhhuM2eW///1v8rN1Evz2vvrVr9KiRYvo9NNPp7/+9a/mGh977DHaZ5996He/+x2ddtppdPbZZ5vrfvvb306bN28uOoduKALjQUDJ2njQmgRlA8YMMkvxKCexZrIWYZPHGXHc5gwNhdgMEuaRCfsyj0X2M1eUnNFCG6MLqHfEmiasjq2nfflIZKSVfL4s+TyNWbDN/sBUJGuez9qzz0fpxZURNovM0uEHD5pzSI61KRG2H1ckA+jyv2fmmqfiB7Rn25O1FBmtGj9vNck00VCOGyN37KVv7HHDpxUUgWZCILeaIzP/f41xB/Af5K+arPn4/Q0yA7IBjdPXvva1srDBXwx/ownauvPOO+njH/84feMb3yD4obW3txtCBW2XaKhK2xhPvQULFhh/uBCPeaA1mzlzpglgArJ29dVX09q1a41WrbOzky644ALaY4896BOf+AS95S1voTe/+c30X//1X3TmmWea/a4vGUjV7NmzCcFU9tprL9NFaNZe85rXEIhqb2+v2dfa2mquEeTt/e9/v6lzxx13GPw+8pGPmPY/97nPmbIgrTi/iiJQLQL6018tck1aLxhGbqRhGomlqY3X/Kwx605iFJyhBGvWMoFkXrMW4cTXkAQHFMkmZtLs4Zcoy4PxVcHVZn+ANWh+P/+oeE+Jn5eBGM8KDnuD8hLNWsSLBvnCiigFWIP3hlO2Us9M6wc3Zc0gpxtZ44iP5cwgazKBNE+bflREQCYGUMAlbhUr6AFFQBFoVgT8e/op/JnGzEz5Omq76vnz5xty9Y53vMNorMq1BuJTLkgIyJIr0KJdf/31hvTAbw1EBmQQGi9ookCqyslY66EdEDUItIBo76WXXjLb0KRBY/bFL37RbOMDJovr168nBFQZTXAdt9xyi9Ee/vCHPzS+begvZGRkJF8VmkIQNQiWwG5wcNBo9aCBO+644/Jlly5dqmQtj4auVIOAOwyopr7WaTIEsh02ke2WroRJXu1j+7R2T5MWR+h+GuIe2xFfJGHLBtb20OV/eiV1x1nr1h6lNbmV5qr8bNZgMrM5A0SYQg4gG/ZiNnlYWnzxYvLImbPptSduo4XzbXRJlBLNWgiJtaeCCCbTjqyFymjW2AyyluAiU+F5aOQ1yLOGc7jrjTyntq0IKAINQcDXxVGSD/A35M+/tPYhHbRUr371q40PGPzLSiUcDhstGTRl7p9bDqH3f/azn5ldgUCAjjjiCBNYBEFGUAcmjOVkPPVA6lyBVk5MMRHtsaWlxZAoECn8LVy40PiqCcFy67rrCOeP63/Vq15FP/nJT0w755xzjlvErEOz5gquEzIwMMC5aLPst28nqqWMEEvZ1qUiMB4EPJ3JeKpo2WZGILpoAR35pk9QS89cuuHPF3ACbDaF5FD6kLjRrMX5hWZfKqGkVY3lMmHqGglTB0dsTM+L0OrscqZbOTJkDVWdASLI1uCGCGXYPzdg3dJM2/iYNTNFvT0pOnCfIVq2q81fIgdTffZHZMpEgxRMph1ZY80akmLDP4F/HCHYlkiRcr91WUcE5FlDk/rGriOw2pQioAiUQwAaMfiPwXyxGnnqqafo05/+tDEddElNW1ub0XiVEhk5R7X1pL4sd9ttN0KAD0SkFHKGaJf33HMPIdiIaOCE3Ek9LH/5y18aLeALL7xgCJ7swxIkbEcCjR7+cP5jjjnGFIf5JPzZVBSBahGofRqm2jNrvYYgsFvrnrTP0qPp6fi/OAE2+5uxZi3IESEhRrPWwkEiPPYV4lD6kGyO/ctyI6xF4/D6rJlbl1jL+diyhqwR3k3OAFGCjKQHtn90YtEcvfX0TbT/3iOUTREt/+EMWntbO2VGfFaz5suR+L2ZE0/mD7n86UjW+L5JBEjiPH0+fr7UDLKBD7M8aziFS9waeEptWhFQBKYvAmIO+eijj1YFAoJrQLOFqJKI1ogAHgj+AV8uBC+Br1g5qbZeaVsIagJzRyT7hpYN/mvQjt16663sSx+m7u5uUwX51fr6+oqqg2ghkiVMJiErVqwwWkGsSxJtrI8m0E7Cr+/OO+8050di8HLEcLQ29Jgi4CLgDgPc/bo+iRH41NJLqTc8l5L+NNMvHt95s0HQrKXbonmyFkzYi8z4Axzi35o7ZNh/bWNynSnjZ3LlyzDRcwaIEr4/zQmuR5Mt97XSwNNR2vTXNnrmK7MpsT5oiJpv9GqjNdlcx+Q6phtZi1gfAQkyIv5rqllr4OMpzxpO4a438JTatCKgCExvBM477zwTQbEaFEB44Kc2d+5cOvfccwk+W4cddhj9+c9/Nlor+JuVk2rrlbaFc910000mzxv6sOeeexqfMiSmhsCEEqaOIHBIV+AKtGGI3ogw/6h71FFHEQKFID3AP//5T7doxfUrrriCTjzxRIMf2gBxPPjggyuW1wOKwI4QcHQmOyqqxycLAm3BDrpkt6soHYDNdIg1a1Z1n2CftVRrCwwczaUEUzmCV1mGzdlCrFmDDHJgkvYRjnbErCpg1GpM95BLzBMha6nByjwfWrWNd3EkSY4iOevIQdp8TytlOfdapKfgwybtTdqlDJpbJu0VVNXxLAcYgYhmTZY5j8RV1ahWGh0B96smz93oNfSoIqAIKAJjQuDwww+vqPWBJsqVxx9/3N0sWk8mi3/foZ1DiHtolFatWmW0WTCD3JGMpd5vfvOb7ZoBOXTlrLPOIvwhsAhMH6FRcwXh/uFfBg0g/M3cfGsI1X/NNdeY5N3z5s0z1VxtYLnzQ3MoAtNLBFMBOUTQkXI55aSsLhWBsSCgZG0sKE3CMod2voI2+ywBE7IGzdoA58pK+6x2JJjMUB/vg++RaNa2MtFasu1gQ9NCaY+kOQPEkJdrTaI7loMGWrX0YIBmHTVIc04epJmvGGYNWyu1LOLGp4rswhdyFONzWIHITpVLG+06JJCIaNREw6aatdFQq/GY8/1TzVqNWGp1RUARmFAEEPgD+cjGK9XWKz0PyF8lQbCTSgJyJ0StUpkd7UeybPypKAK1IqBkrVYEm7h+lBMYQ0DWEDAEmrVtHA8yjRj8LAGOVhQP2Wn7dGiN2dc3EKUlCSZr/IK1tVHQHDIfollLDzg7C4eNr5po1XqORuRJ1u21Z2nuawecUlNgFYGg3j69iBrumpAyIWl+L0G27J8Cd7b5LkE1a813T7RHioAioAgoAorABCHgDgMm6JR6molCwBew5o8hdpZNs/9ajgnYmkyCzR6tZs2fy1AyYB+BSPh+063k1pm0ZOshhqzl++lQegkwkioTYATlRas284ihqRNMJA+ErggpE7JWMIN0HhKFqb4IuPMi7np9z6KtKQKKgCKgCCgCikATIqAjrCa8KfXqUi5oyRro2FDQhtLfwgQt5WeyhkMcLVLIWpi28o5W8m9dRLtEdqUs+5uRWC06A0RoySDlNGsgcKVaNVNYP6YMAtubQdqHJKt51hp3j90pNX1jNw5nbVkRUAQUAUVAEWhCBPSnvwlvSr26hAAfIv0RG+1xUWuEtWy8lzkXUmSn2BEWEvHyN6ZzndSe5KgZrRuJJB+mQ9YCMY4QyQFHSkP3b/1nlNb+upPD9Pup59hB1aoZVKfeR16zhlxrLHnNmhd4ZOpdcRNcUQDfY88o2fkuNkHPtAuKgCKgCCgCioAi0GAElKw1GOCd2ry1djRd2BLtN8tdOXR/0pcx6yBraQ7bD4mkEfsxRymfjUUfbOfBIfM1IyUDRJhCihlkJu6jVT/tooGnoobEzXltP816pfVV82rrYgohIFEf82aQ4rMW0VdJw26zq1kr+S427JzasCKgCCgCioAioAg0BQI6wmqK29CYTvicSLX9kW3mJBnmYMYM0m6xb5odCWbTUdrK2jfOoW3m8ANdBa2cmxQb1WAKObwyRFlWrqz8cRcNPhullsVJWvCmbRye3xJB07x+TDkERLPmj1vzR4kKKeaRU+6Cm+GChKBx3kMv60Yz9Er7oAgoAoqAIqAIKAITgIA7ZzsBp9NTTCQCvohnOsUn7Y9YzRpMIIWsQbOGoCPxYB91JFqpvyVO4V6bKTvYbX3TTH9lsOh13kaE5GAlP7dErXXXBO3y7s1K1Cby5u6kc2Xb7AyAf6tNC5E3g1TNWuPuiLylS76HjTuhtqwIKAKKgCKgCCgCzYKAataa5U40oB++mIzyWFvWYteHOQ12OsCJsXmS3pI1zr0WeolimTDN6p5Puf8Yovi6BAW2gKx59UsGiRIRctsjMQp3p2nROVuRQ1tlGiCQnt9FuXCAQs9aG1kxhxSN2zSAYOIvUb5bspz4HugZFQFFoEYEkChZRRFQBBSBahBQslYNapOkjo/900RmdM0g4oCQDww8QIv9x/HuAOfChsmin7pz60wxX0cbte2WNH/0e6nJy5KnRHKt+cNZWnzeVgq2OCaTTjVdnYIIcBL15G6zKPLkeo4cOkxK1ibgHssYT8naBICtp1AEGoNAlvOdqigCioAiUA0CMgyopq7WaXIEfC2FCCPzZiwwvd2c3sZBRfxsANnKdK2fQszgYj4vkkgHR4EUicgKL0sGia3snxaIZWnhm7dRtNcLI+kU19WpjUBqj9nmAqFd8yWs71pOzSAbd9NlsqTke9i4E2rLioAioAgoAoqAItAsCChZa5Y70YB+BDsLwT5mdc8yZ1jaug9lmawNZ3dlzVqO5iX+RRG/9WejrvZCL0Yha9C+7f359dSxt/VvK1TStemAQHJZj7nM8DMbHM1aYWJgOmAwodcorqdC2ib05HoyRUARUAQUAUVAEdiZCChZ25noN/jcbjRIf5s1VZwfZpIWytLa7j1ZuxZgsvYERX2WdGU7CmaT5ESSJM6rpqIICALpxd3Wb+0ZaNasZlU1a4JOA5aiUZNlA06hTSoCioAioAgoAopAcyKgZK0570t9euXMxAc6LOFKpXwUiORo/cxuerp9d4plB2iXoVZzvmy7Q9ZG0azVp3PayqRFwPNbC27k5OfrBwxxI7+ofybtVTVvx4WkybJ5e6o9UwQUAUVAEVAEFIE6I6Bkrc6ANlVzjmVakC0cI5EsDQwGyM9kLZPw05PtB5jutm3uM8sizZqStaa6lc3WGfFb8w8mSbVqDb47QtJk2eDTafOKgCKgCCgCioAi0DwIKFlrnntR/544mjWOJ0IdbZk8WcsmfLQ1PIcGAtb/CCfPtjsMzVktjQZZ/45qi5MNAfFbQ7+zUfdBm2xXMgn6K29pJWuT4GZpFxUBRUARUAQUgfoiIMOA+raqrTUHAu4YmgM9drRnKJNlc7UQm0TyMsbuRqsj++f7mnPJmuuzpoPEPEa6YhEQvzVs5SKOClcBqj8C8pZ2v8/1P4u2qAgoAoqAIqAIKAJNiID+/DfhTalbl+TuRpmcMeGCZg2SDVj/tRYma+siy2hZ5i7ycZbsXNQZdLuaNSVrdbslU6YhJ9+aJsRu8F2V758sG3w6bV4RUASmDwJr1qyhG264gV7/+tfTgQceWHThzz//PP3oRz+iT3/60+xGEaFrr72WdtllFzr55JOLymHjsssuo1NOOYUOPfTQ/LG77rqL/vznP9Py5ctpjz32oOOOO45e/vKX54+Xrlx66aWU47FIJTn99NNp7733rnS45v0/+clPqK2tjU499dSybeFaVqxYQW9729vKHtedikCjEJA520a1r+3uTASErHnp06BZg6R9NhgEyFrGF6S+dx5BA+ccUtxTl6xJO8UldGuaIyB+a0rWGvwgyFtayVqDgdbmFYHph8Dq1avp4osvprPOOovi8XgRACBrOJZI2IjR11xzDd1+++1FZWQDZO2hhx6STVPvhBNOoNtuu42CwSDdfPPNdOSRR9KVV16ZL1O68re//Y3++te/mr8f/OAHpqxsY7lp06bSKnXdvuWWW0x/KzUKsvb973+/0mHdrwg0DAEdhjcM2iZoWBRlNthjXrOW5K7hxoezrGXjMqkD5pFNbez0Wc0gHTB0tRwC4rdWpJEtV1D31YaAkDR9W9eGo9ZWBBSBigiAmF100UX0la98pWKZsR7YsmULXX755fTd736X3vGOd+SrXXHFFXThhReafbNm2dyv+YO88sc//jG/+ZnPfIZ+/vOf0x133JHf1+iVX/ziF40+hbavCFSFgP78VwXbJKkkd7dEs5ZgKwM5lIOJZDlBAZhLZlgLJ4PFcuV037RFIL10Jg2fuAclDpw/bTGYkAtXzdqEwKwnUQSmMwIgUTBDfMMb3jCqqeJYMIJpZSaToWXLlhUV/+AHP0jDw8O0bds2KkfWigqPsvHCCy/Q1VdfTU8//TS1tLSY/n74wx+mQCBAH/rQh+jMM8+kV73qVfkWQMJARj/xiU/QP//5T1N35cqVxqTzXe96F73sZS8zZb/zne9QZ2cnveUtbzHbOM+NN95IjzzyCB199NHmmvKN8kp/fz99+ctfNhrFnp4eOv/88+n44493i+i6IlAXBGTMXpfGtJEmQ0DurmjWPDPIOBMwbxcHh2D1WiWBdm2E/6SdSuV0//REgHOrDZ5e7OMwPYFo8FXLZIksG3w6bV4RUAQah0DgqSEK/2JDQ06Q2a2Fkmf2VtU2/LDuv/9+QzhATmKxWNl2Nm7caMhL6UHX12zfffelgw46iM444wx6z3veY3zc4MvW0dFB0K7VIi+++CLtv//+hlSee+659Nhjjxl/OfQLxGndunV01VVXFZE1mHKi7Pr16+mYY46hs88+m0DSYNb4yle+kh5//HHac8896Q9/+APNnTvXkDVoB2HG2dvbS29961vpf/7nf8y5Dj74YNP9oaEhOuSQQ8w1vfOd76QHHniAXvva19L3vvc9c65arlHrKgKlCOgwvBSRqbTdyRcDzdkCe1GtLVny+3M0nPbTTO86fbEKmjUch98ayJoOEoGGiiKwcxBQzdrOwV3Pqgg0AAHf1hQF/zHQgJZra9LHvuwgGvvssw999rOfpa997WtlG/zxj39M+BtN0Nadd95JH//4x+kb3/iG8V9rb283AUhAqBYvXjxa9VGPPfPMM0Zzhr76/X4655xzCETtvvvuM/VAOt/4xjcSyFZ3d7chlk8++aQhYE888YTR7F1yySU0e/Zs085ee+1VNqjJ17/+dRNs5O9//zvhei644AI64ogj8n2DZm/t2rVGqwZtHI4jiAq0d9DMoY6KIlAvBJSs1QvJZmwH6rNvMRnz7jLeHe0cEXJog4z++HhsFM2aBBnRp6QZ7672abogIJMlspwu163XqQhMQQTSh3XQwH83KKJhsDaCMH/+fEOu4GcGc8hyAlJSLkjIzJkyBWxrQYt2/fXXmwiSDz74oPE9A8GCNgrBQqqN6vjqV7/aaMegFXvqqacIROxPf/oTzZkzx5z3dIqtAAAjUUlEQVQYx0HSECzkve99r9GIIXolNGYgjLvuuivtvvvudNJJJxnyCK1Zad/RELSL0MK5pAttiw8dNGk45xe/+EV7wfwJ809o7xC0ZeHChfn9uqII1IqAM2qvtSmt35QIlBAthO+PZwu33T8aWZMgIzpIbMpbq52aJgjI11W/h9PkhutlTmkEQvyFbucf5kb8xWp/ScDvCqQEGir4l5VKOBw2pAfEx/1zyyFk/89+9jOzC35k0EjBJw6aLdRBOoBqBWaPS5cuNUFKYLYJk0j4k4kg8iRMHnEO+M1BC4hrgiAsP0gWCBau7X3ve5/xW/vLX/5ijrsf8KtDfVdCIYnaRrR161bjLwftnvyBoCEwCrZVFIF6IlAylK9n09pWMyKA8P3rnck3f+sYNGu1v/+bEQrtkyIwORBo526y+TJ1TY7uai8VAUVgciMAjRj8zuDrVY1A44XcbK95zWuotVU85C1ZgjYqnea8QVUK+gT/MmjTQAQhd999dxGxAjn76le/arRryWSSXve615lyzz77LEHLB5KGPwQIgYbt29/+Nh177LGmjHzANw1pB1wRrRr27bbbbsbHDVEvhZwhiMk999xDCDaiogjUEwGl//VEcxK0Bc0au6zlJch+bBVFzSArQqMHFIEJQwAk7Soma2/kPxVFQBFQBBqMgJhDPvroo1Wd6bTTTstHafzVr35lkmI//PDD9JGPfMSYFyJaY7UCsgd/tJGREeNrhvYR4l9ywaFdmFgiwuNHP/pRevOb32wSesv5QORQHlozkDVoyGAaWSrIO4eIkd/85jfNuWBWCSImgsApMHeE/xvagP8a/OduvfVWgvZRRRGoJwLOsL2ezWpbzYoANGtpR7MWbBsDWbOTV816SdovRWDqI4BgQfq2nvr3Wa9QEWgSBM477zwT3bCa7oBQQYMFPzGYJMJs8bDDDjPRF6Gdgt9atQIChoAeiNKI8P/f+ta3TG44aLVAvkRgxonIkCBnIggAAo0bAqigDfRrv/32M9tSRpYw3URibpTv6uoywVLg3yaC67npppvouuuuM9cJbR9ILvqjogjUGwEfh1udVtO1cP7MZkchKONEGGp4RBWC/XNfX984a0988RdXhum3v5xJR79kz91+7lZask+8fEeuZ1Z3L/99kfGyvrvly9VhL5yRMTPmzo7Vodlp1QR+vPBsIzKWSnUI4AccM7YwnVEZPwLwF4EJ0GR5H47/CiemBjDU73H1WCP3Fr7L8DvC97mcgEhMpKAvEy0gGTtbMMRctWqVCfoBn7F6yebNm40GCz5w5QTBTECc4ONWTkDkgE80Gi13uGgfAofMmzevKNiIWwDH8Z1VjZqLiq7XEwH1WasnmpOgrc4SzVpoNM3a8czjZ/FFzZ4EF6ZdVAQUAUVAEVAEFIGmQgDRFBctWlT3PpWL4IiTIA8bzBe/9KUv0ac+9amK54X2b6wCjdlosqPjo9XVY4rAWBBQw5qxoDSFyiB0v/isQb8YGi3ACMy438CETZ+SKfQE6KUoAoqAIqAIKAJTEwFEoTzuuOPo8MMPJySrVlEEpgICOgyfCndxHNeAyLNRDtcPopbkux8OTSsr2HEgpUUVAUVAEVAEFAFFYDIh8MlPfpKGhoZMyH6J0jiZ+q99VQTKIaBmkOVQmeL7EGRkIOynBJO1YFDJ2hS/3Xp5ioAioAgoAorAtEFgLH5o0wYMvdApgcC0I2twgK9nTBWZucHSTZjYzE9HZ0eW7u21PTwmFuR+73zCBvwQrGWyYNjM91cxrP7u4Dms9zui+t5MvpqS92gyvQ+bEWX4+ej3uPo7I8+h/qZUj6HWVAQUgeZBYNqRNcy4YCBRL8GPKgQDPDf5Y73ab0Q7M7s5Fr8Xvr+zo4X73oizjK9NDExwXzSa0vhwc0vjWQSGk+U5dPveLOv4HgNHfQ6ruyOT8X1Y3ZU2thZw1O9x9RgLWYtEIua3ufqWtKYioAgoAjsfgSYYpk8sCIODg3UP3Q8CiFDfkyF0P9COhFr5s4P/cjQ4OPHhhNGHUtHQ/aWIjH9bQvfvjBDR4+9tc9bQ0P213ReQ3cn2PqztihtTG2HA9XtcPbYI3Y8JF6SQqBS6PxaLVX8CrakIKAKKwAQiMO3I2gRi27Sngs8apBk0ak0LknZMEVAEFAFFQBGoEwL1tOipU5e0GUVAEZgkCChZmyQ3qp7d7ODw/ZCQBhepJ6zaliKgCCgCioAiUBaBbBYxmFUUAUVAERg/AvVz3hr/ubXGTkKgoFnb+YFFdhIEelpFQBFQBBQBRUARUAQUAUWg6RFQstb0t6j+HWzhPGuBQI7NIJWs1R9dbVERUAQUAUVAEVAEFAFFQBGoDwJqBlkfHCdVKwhgeewr+ikSUbOMSXXjtLOKgCKgCCgCioAioAgoAtMKASVr0+p2Fy72oP2GCxu6pggoAoqAIqAIKAKKgCKgCCgCTYeAmkE23S3RDikCioAioAgoAoqAIqAIKAKKgCJApGRNnwJFQBFQBBQBRUARUAQUAUVAEVAEmhABJWtNeFO0S4qAIqAIKAKKgCKgCCgCioAioAgoWdNnQBFQBBQBRUARUAQUAUVAEVAEFIEmREDJWhPeFO2SIqAIKAKKgCKgCCgCjUZgzZo1dMkll9Ajjzyy3amef/55cyyRSJhj1157Lf3+97/frhx2XHbZZfTQQw8VHbvrrrvo85//PJ133nl0xRVX0L333lt03N0YGhoy53ryySfd3fTcc8+Z/XfccUfR/v7+frMffayHoL2JlGeffdb0H9e9I3n44Yfpqquu2lExPT6FEVCyNoVvrl6aIqAIKAKKgCKgCCgClRBYvXo1XXzxxXTWWWdRPB4vKgYihGNC1q655hq6/fbbi8rIRilZQ70TTjiBbrvtNs7pGqSbb76ZjjzySLryyiulStGytbWVbrjhBrrllluK9t90002GCH7hC18o2v+3v/2NLr30Uurs7CzaX83GBz7wAbr66qurqVp1HZA1YDQ4OLjDNv7xj38oWdshSlO7gJK1qX1/9eoUAUVAEVAEFAFFQBEYFQEQs4suumjUMmM9uGXLFrr88svpuuuuowcffJBuvPFGeuKJJwy5uvDCC2nTpk1lmwK5u/vuu4uO/e53v6Nzzz3X7HeJDbR2Bx98MM2aNauofDUb999/fzXVtI4iMGEIKFmbMKj1RIqAIqAIKAKKgCKgCDQfAiBRMLUbzVRxrL2GaeX/3955AElRbWH4LCsgOeccJLhIkJxzRkAkCYgIkiVKlPSUAi2BAhGxCLWIwFpIEFByEpSsjyRBKJFgEQQkSE7z5j9F9+sdZunZCewM85+q2Znp7nv79teXGf454T58+FAKFy4cq0mfPn1k6NChcvXq1VjbjTcQaxBOaAuD6Nu9e7cMHz5ckidPLps2bTIOla1bt0q9evXM9wjj7Nq1q27r37+/nD171tyHF3PnzpXmzZtLo0aNtD/0DZs0aZKcPHlSli9fLh9//LFuw5+vv/5aWrduLU2bNpXJkyfLgwcPdB+8jDgPROgbb7whQ4YMUc8jtp04cUKGDRsm9evXF3jrzp07Z/Zn9wJMcA9wTW3atFEvo8PhiLNZXONDg71798o777wjtWvX1rGCIS20CbwQ2sPn6EmABEiABEiABEggNAhE/veMvBi9PSCDfRiVXe70rOpV3/jPPYRSp06dNH8tWbJkbvu5ePGi2/w2q7AoVqyYlCpVSsVO9+7dVbyUKVNGUqdOrblrbjt2boS4gPds//796jVbt26d5M+fXwoVKqQhlQjBhHhCnhdCA42QSoi4xo0bqxhr1aqVREdHS/HixeXAgQOSPXt2FV4DBgxQMQRPHMI5kXuHXLAiRYoIQjBz5MghL7/8sg6tX79+EhMTI926dZNUqVLJp59+KvDkLVu2TO7fv69C6scff5SyZcuq8MS1I4QToZkVK1bUMU6bNk3bHDx4MK7LjbW9Q4cOKk5xTngeBw8eLGANoepqTxvfhQsXpEaNGtKuXTsVamBTuXJlwThwrbTQJECxFpr3jaMmARIgARIgARIINQKJIkQSRwZm1C94HywVEREhs2bNkqioKBk5cqR6nNwNEiIGj6cZ+oKYGTRokEyZMkVzsyB6GjZsqMInT548bptnzZpVIPQQCokQR4RAwksFg8fJyFvbvn27vPjii1KpUiXdh/Ogb+TFweDlQnscD9G0bds2gVgcOHCgYGxVq1ZVTxq8ZBB5yB3D/mbNmglyydBm/vz5mseH/lq2bCkvvfSSiq/SpUtjk24zPHFGrh88ccijg8GrWLduXfWuZcuWTbc97Q+uCf1BLMMgrAwPo254/MdufPAA3rp1S4uXZM6cWb10RYsWFauYtvbH16FBgGItNO4TR0kCJEACJEACJBDiBB6WzCk3S7YMyquAdwniqkuXLtKiRQu3Y+zZs6fp0bIekCFDButb9aLNnDlTUEESIYOo5ggxCLGDEEbDixWrkfMNvGsQVwiZhPcLfcAg2uB1QkEUtIf3KHHixBqCCE8cBBFCEA2LjIw0q1O2bdtWxVzBggU1DLJJkybaPwqfuBoqWkLYYMzo17CUKVNqf4ZYK1++vLHLfC5Xrpz5Onfu3Prak2qPOBAVM3v16iXz5s3TMUI4Qji7mt344MksUKCAiksIXIjYjh07iuv9ce2X74ObgPc/wwT3dXF0JEACJEACJEACJEAC8SAAz06DBg005wkeGldLkiSJhgbCU2Z9WI9DyOCiRYt0E0RThQoVNAQRRUbQBl6ruAx5a/AyIYQReWU1a9bUQyF+4G1CTp01Xw0l9x89eiQQU4kSJTIf8GohpwyGPpDTBtEGrx2uD2LLXe4ctkHEJU2a1OwL/UI8WsWTO/GDcErD0AbmqUcLeXHIm4NHDpUp4WG0ik+jX7vxgQNy1OClw/2DAEQo6ebNm40u+ByCBJ78WSEEL4JDJgESIAESIAESIAES8J0AvFkQCwgP9MaOHDmiQgPFPKwCBkICoY5GsQ53fVevXl3Onz+voZbItUIbw+BdQ14YvF7w0sEyZcqkXjzkphlhktiOfDd43mDw0EEkYq03PFCAA14wbEcxD6vB+4a8tNdee80Ms0Q4IgqUIHcuEAZRtXDhQoHHDw+ITyyFgLG63gO78SFMEnwg0vCAmIWHDaGdhvANxDWwz8ASoGctsHzZOwmQAAmQAAmQAAmEDAEjHNIaBhifwaPqIqo3otgGvEWotohiHqjSCA+Xq0Cy9g1RBa8XBKORr2bsx3uECSIXyyqcEJqJ7StWrNA8L3jeEEZoLBGA60D5/+PHj6unC2IQghHhgjB4ySAwUb0RggberdGjR8uhQ4d07TkIJlSxRIGUQBiKuaDoCTxp8Jzdvn1bi4vgPiA3z2qejA/e0cWLFysLiLUrV66Y12rti69DhwDFWujcK46UBEiABEiABEiABAJOADlUKL7hjcF7Bu8O8sggkvLly6eVE1GZELlrRt5XXH0jFBKixVWswesGIQNPkdXGjBmjIY4oBAKxh7GjmiIqQ8L69u2rnjSIR+yHWPzss8+0qAj2Q1xC3MDbBm8cBCa8Xa+88oqu44YxQwz6Y003nM/VUPQEni+sdQeBlj59etmwYYMsWbLE9VDb8UHETpw4UYvEYMFwsMd1oGgMLXQJRDjjaeNeyCF0ryvOkaOsKVzM/jLEY+NXHvzDvnbtmr+6Dbt+8IsVKjPhQfOOQJYsWXRuo9wvzTsC+HLDfwbu3bvnXQdh3gq5HghL4uehbxMBDPnv2HuG8Org37LhpXDXkycV+ty183YbxvKsLW3atM/6lE+cD//FPHPmjAoQa0jjEwf6YQPCF/F/vJw5c7rtDf/3wxpw2A+BZDV85sPbhrljGP5Ph23u8tOMY/z9jKUL8B2EzwA7sxsfPIiYA67eObt+uT/4CDBnLfjuCUdEAiRAAiRAAiRAAiFPAKLIqIwY6IuBVywuoYZzo+hHrly53A4DhVPwsBoE/7M2CFpPRa3d+ODhpD0fBBgG+XzcR14FCZAACZAACZAACZAACZDAc0aAYu05u6G8HBIgARIgARIgARIgARIggeeDQNjlrLlbEd6XW4mY4ZiYGK0eVKtWLV+6YlsS8IlAdHS0xttjLRkaCSQEAayLhBLUWPAWxQBoJJAQBFDFDxUBscCytWqgdSzIN3+WFq45a8+SMc9FAs8rgbDLWfP3B/S///4rn3/+uZaJxSKMNBJIKAIzZszQpOT27dsn1BB43jAngBLR+DxEFTb+eBXmkyEBLx+LL2MeIn+paNGiCTgSnpoESIAEfCfAMEjfGbIHEiABEiABEiABEiABEiABEvA7AYo1vyNlhyRAAiRAAiRAAiRAAiRAAiTgO4GwC4P0HRl7IAESIAESIAESIAHPCXhajt3zHnkkCZBAuBAIuwIj/r6xWGQRicNJkyaVFClS+Lt79kcCHhPAPMQ6MlhgnEYCCUEABZxQdImfhwlBn+c0CNy9e1du3ryp61W5rp1lHMNnEiABEggVAhRroXKnOE4SIAESIAESIAESIAESIIGwIsCctbC63bxYEiABEiABEiABEiABEiCBUCFAsRYqd4rjJAESIAESIAESIAESIAESCCsCkf9xWlhd8VMuFvlnBw4ckLVr18r58+clV65c8sIL/6/BgnyMvXv3ysaNG+XevXuSI0eOJ3o7e/asrFq1So4ePSpp06aVVKlSxTrm9OnTsnr1asFxWbJkEcbTx8LDN04CdvMQkOzmkd08NEBj4VgsZJwtWzZjE59JQAnYzUN/fB56Ok95S8KXwK1bt2TLli3y888/C+ac62cV1jrdvHmzfjfj+zZNmjSxYNnN4wcPHsiuXbt0EW00xPcyjQRIgASCiQDF2uO7cenSJcFiwjt27JDkyZPL0qVLVXTVq1dPk+XxJdGjRw/5/vvvJV26dDJ//nwVdBUrVjTv56hRo+SLL77QpOY9e/bInDlzpFChQir6cNC8efMEx6AQyc6dO2X58uVSs2ZNSZYsmdkHX4Q3Abt5CDp288huHhqE9+3bJ0OHDpXcuXNL8eLFjc18JgGxm4f++Dz0dJ7ydoQvgTVr1sh7772nRWtQuGb27Nk6NytVqqRQ/vzzT3nzzTfl3LlzcufOHZk2bZp+52IxbJjdPEZRprZt2+qPqxEREdo/zlOuXDltzz8kQAIkEBQEHDQl8OWXXzp69uxp0nD+mudo0KCBY+bMmbotJibG4fxQd9y4cUPfnzx50lG1alWH04Om7/FcrVo1x4ULF8w+nE5LbYMNp06dcjiFmcPpmdP99+/fd3Tp0sWB89JIwCBgNw/t5pHdPMR5MPeio6N1PtaoUcPh/OHBOD2fSUAJ2M1DXz8PPZmnvBXhTcD5g4B+f3777bcmCKeHzVGlShXH8ePHdVvXrl0dkydPdji9Z/r+q6++crRu3dp8bzePp06d6ujWrZvZv/PHWu3fGVljbuMLEiABEkhoAsxZeyyZ4U3r2LGjKaDh7SpSpIiGK2IjQjDq1q1rlufPkyePFCtWTNavX69trly5Ik7xJZkzZzb7KFWqlHrfnDdZdu/eLdmzZ5eSJUvqfoRXOsWg2d5sxBdhTcBuHtrNI7t5CLgI0125cqWMHz/e9PqGNXRe/BME7Oahr5+HnszTJwbFDWFFAOHZZcuW1e9d48LxnQpD+Ozly5flyJEj0qxZM4FXDNakSRPdd/jwYX1vN4+rV68uQ4YM0WPxB1EzMMxPGgmQAAkEC4H/J2QFy4gSaBxWoYYh4IsC+Wm9e/fWESHMAmLLanj/999/66YKFSoIHlZDblvRokX1iwTtXXPc0B5hGoipx/pYNBLwZB4+bR7ZzUMQrly5sjRq1EjzMadPn07oJPAEAU/moS+fh57M0ycGxQ1hRSBjxowycODAWNeM79TIyEgpXLiw/hCKndZ5mCFDBs0Dx/dyVFRUrB9gcazr97oR/o112RAWPnfuXA0JR/oCjQRIgASChQAVgps7geIhzhBGgfesefPmggRkiCrXxYbxHh/+7mzhwoWyf/9+6devn+5GwRLX9kiGhlBDjDyNBFwJuM5D7I/vPHKdh+gD/6GxFs7BNhoJxEXAdR764/PQ9Vzu5qnrMXwf3gT++OMPmTFjhuaWowgIfgDF4ut4WA3fq+48Y67z2NpmxYoVmk9+6NAhadOmDX88tcLhaxIggQQnQLHmcguuX78uAwYM0A/7SZMmSeLEifWXPHi+8J8Uq+E9ioW4mjMfSJy5bjJu3Dj9BRD70Y+79tiHUA0aCVgJuJuH2B+feeRuHlrPwdckYEfA3TyEZ8PXz0PreTlPrTT42h0BVGnu06eP1KpVS9MNcIy7z0JsR/Eb1+9Ud/MYxxrWqlUrDQ/Hj7QjR44UFDahkQAJkECwEKBYs9wJeM969eqlogpVpRCGAUM8fPr06QUlgq2GL4CsWbOam+AlmzBhguBX4okTJ2q4mbETfblrjxh5118GjTZ8Dk8Ccc1D0PBkHj1tHoYnUV61NwTimof++DzEeDhPvbkr4dcG+ZH4ARW5aYMHDza9XvgshDBDaX+r4XvZWt4/rnlsbYPXiDZAdWZUgsRSADQSIAESCBYCFGuP74SziqMKNayt5qwQ9cRaLfnz5xeESFgNSczW/KGxY8dq6X9nBSoxEqGN4/Ply6flga3eNfRnbW8cy+fwJWA3Dz2ZR0+bh+FLllceHwJ289DXz0OMhfM0PnckPI+FaBo9erT07dtXunfvHgsCyvNDYFm/l1FwBD8CGHlsdvO4f//+smjRolj9Ois+C4qC0UiABEggWAhQrD2+Ewh5xK90CIdwlpXWfDPknGEdF1jLli1lw4YNAoGGD/IlS5bowtgo1ADDQtfY36lTJ/Wgoa3xQL916tTR4xYsWKBfJidOnNCwi7feeku38w8JgIDdPLSbR3bzkJRJwBMCdvPQ189DzlNP7kJ4H4Nqj5988ok4lxeRvHnzmt+n+F5FrjgWv8Y6qFjPFAIL66xhHTZUWc6UKZPCs5vHKLaE72Tkw6HICNY+hfhr2LBheMPn1ZMACQQVgQisHRBUI0qAwaAMMJKK3Vn58uU1pBH7kFuBBYkRKw+PGCpFlilTRpuhbP+xY8fcdSFr167VGHpUl/zwww81bANLAyCso3Pnzm7bcGP4EfB0Hj5tHnkyD61kUfWvfv36mrRv3c7X4UvA03noy+ch8o/sPi/D9w7wykHAuf6jFhRxR2PYsGHSuHFjzS3HdyoEHNIJSpQoISNGjNBiXp7MYwg05JbDg5ckSRL11MGD16JFC3en5TYSIAESSBACFGvxxI6KUoiJN/LZ4tlcD0doBn75Y7l+b+ixjUGA88ggweeEIuCPz8OEGjvP+/wQwHcyCt+4K/jlyVXCM4c+UGUS/dBIgARIIJgIUKwF093gWEiABEiABEiABEiABEiABEjgMQHmrHEqkAAJkAAJkAAJkAAJkAAJkEAQEqBYC8KbwiGRAAmQAAmQAAmQAAmQAAmQAMUa5wAJkAAJkAAJkAAJkAAJkAAJBCEBirUgvCkcEgmQAAmQAAmQAAmQAAmQAAlQrHEOkAAJkAAJkAAJkAAJkAAJkEAQEqBYC8KbwiGRAAn4jwDWUjp16pTcvHnTf52yJxIgARIgARIgARJ4BgQo1p4BZJ6CBEgg4Qj88ssvkjdvXlm8eHG8B3Hw4EGZPXt2vNuxAQmQAAmQAAmQAAn4gwDFmj8osg8SIIHnkkDp0qVl165dz+W18aJIgARIgARIgASCnwDFWvDfI46QBEgggQg8ePAggc7M05IACZAACZAACZCAyAuEQAIkQALBRGDKlCmSPHly6datmzmsEydOyNy5c6VatWpSu3Ztc/u6detk+/btMmrUKImMjNTtP/30k6xcuVLOnTunx+bPn9883vpi1apVgmOPHz8uadOmlaioKOnataukTJlSLly4INOnTxeHwyG//vqrjBkzRt59913JlSuXdgERN2fOHNm9e7fcunVLSpUqpW3TpEljPQVfkwAJkAAJkAAJkIBPBOhZ8wkfG5MACfibAMRR//795c6dO2bXCxculI8++kgmTpxobsMLbFuzZo0p1CZMmKCCDttu3LghAwcOlH79+sVqgzft27eXxo0by9KlS1WQQdzh2FdffVXu3bunAmzr1q3a7vz584LX169f1/cXL16UihUrqpjEdoi1cePGSYkSJeTw4cN6DP+QAAmQAAmQAAmQgD8IUKz5gyL7IAES8BuBZs2aye3bt9XrZXS6fv16SZIkiW67f/++br58+bLs2LFDmjdvru/hJRs+fLj06tVL9u7dK0uWLBEUCLl69arRjT5v3rxZYmJiZMiQIfL777/rcWfPnpWePXuql23t2rWSL18+wXEREREq6vAanjfYsGHDBEVLIPTQ/rvvvpP9+/eryOvRo4cewz8kQAIkQAIkQAIk4A8CFGv+oMg+SIAE/Eagfv36KswgmmDwXG3btk06deqk5fcReghbvXq1PHr0yBRry5YtUw/b2LFjVWThmGzZsqm4wmvDIMQg1kaMGGFs0uNbtGih7+E5i8sg/BD+CM/a66+/bh6WO3duadeunYrJAwcOmNv5ggRIgARIgARIgAR8IcCcNV/osS0JkIDfCaRKlUpq1qwpyEeDbdmyRb1W8Gghb23Tpk1SuXJl+eGHH6RIkSL6wHHwbuXMmVPSp0+Pt6ahoqPVUMYfjz179mg+2pEjRwSPnTt36mEIg4zLkN+GPDaERLZu3TrWYX/99Ze+P3bsmBQvXjzWPr4hARIgARIgARIgAW8I0LPmDTW2IQESCCiBpk2baggjwhMh2hCCCI9YpUqVVKyhwAc8bwiZNAxhkSgO4mqu4g1CC4VKypUrp3lqEG0FCxaUQYMGuTZ94v2lS5d0W7JkySRRokSxHvCutWnTRiA2aSRAAiRAAiRAAiTgDwL0rPmDIvsgARLwKwGItd69e6tQ27hxo1kBsk6dOlpUBDlsCEk08tVw8pIlSwpCIV0Ngs9qCH9EftusWbPk7bfflsSJE+tuY9FseM7iMqOyZKFChWTBggWxDnv48KFZ6CTWDr4hARIgARIgARIgAS8J0LPmJTg2IwESCBwBhDOiMiNyy3777TeBSIPh+e7du/LBBx9oPlr58uXNQeA1BNyKFSvMbXiBSpJWgycNSwNYhRr2oyIkzLq2GpYDsIZFQqxlzZpVi4oY1SG1kfMPKkxiCYBTp04Zm/hMAiRAAiRAAiRAAj4RoFjzCR8bkwAJBIoAvGvwoEEwVa9eXU+D/DMIon379gn2o1qjYZ07d5YqVaoIniHyDh06pCX14UGzGjxwKFqCypHIQUOuGrx433zzjR527do18/B06dJpVUisuXbmzBn1wmF5AFSrhFcP+XQQf++//76Kwr59+0qePHnM9nxBAiRAAiRAAiRAAr4QoFjzhR7bkgAJBIyAkY9WpkwZSZ06tZ4Hwg3FR2DWEEi8R2l/lNFH8REsYF2sWDFd2BpFSaw2fvx43T9v3jxBOCME3unTp+Xo0aPqrUOZfsNGjhwpyIWDmEM4JqxDhw4qzFC2v0aNGpr7NnXqVBWJOJ5GAiRAAiRAAiRAAv4iEOHMz4g7QcNfZ2E/JEACJPAMCcDzhVy1AgUKxHlWlP1H5UZ4wlAwJC5DLto///wjGTNmjOXJw/FYMBtiDtUlU6RIEVcX3E4CJEACJEACJEACXhGgWPMKGxuRAAmQAAmQAAmQAAmQAAmQQGAJMAwysHzZOwmQAAmQAAmQAAmQAAmQAAl4RYBizStsbEQCJEACJEACJEACJEACJEACgSVAsRZYvuydBEiABEiABEiABEiABEiABLwiQLHmFTY2IgESIAESIAESIAESIAESIIHAEqBYCyxf9k4CJEACJEACJEACJEACJEACXhGgWPMKGxuRAAmQAAmQAAmQAAmQAAmQQGAJUKwFli97JwESIAESIAESIAESIAESIAGvCFCseYWNjUiABEiABEiABEiABEiABEggsAQo1gLLl72TAAmQAAmQAAmQAAmQAAmQgFcEKNa8wsZGJEACJEACJEACJEACJEACJBBYAv8DWUJrTm4sn4UAAAAASUVORK5CYII=" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxud2Vla2x5X2FkbWlzc2lvbnNfc3BlYyAlPiUgXG4gIGZpbHRlcihhZG1pc3Npb25fdHlwZSA9PSBcXEFsbFxcKSAlPiUgXG4gIGZpbHRlcihzcGVjaWFsaXR5PT1cXEFsbFxcKSAlPiUgXG4gIGdyb3VwX2J5KGhiX25hbWUpICU+JSBcbiAgZ2dwbG90KCkrXG4gIGFlcyh4PWhiX25hbWUsIHk9cGVyY2VudF92YXJpYXRpb24pK1xuICBnZW9tX2JveHBsb3QoKStcbiAgdGhlbWUoYXhpcy50ZXh0LnggPSBlbGVtZW50X3RleHQoYW5nbGUgPSA0NSwgaGp1c3QgPSAxKSlcbmBgYFxuYGBgIn0= -->
```r
```r
weekly_admissions_spec %>%
filter(admission_type == \All\) %>%
filter(speciality==\All\) %>%
group_by(hb_name) %>%
ggplot()+
aes(x=hb_name, y=percent_variation)+
geom_boxplot()+
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
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for some health boards a significant number of admissions levels are above the levels seen in 2018-19. could we parhaps try and use this as an indicator?
Need to think more carefully about what the data in 'region unknown' means
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```r
```r
weekly_admissions_spec %>%
filter(admission_type == \All\) %>%
filter(speciality==\All\) %>%
ggplot() +
aes(x=wdate, y=percent_variation, colour=hb_name) +
geom_line()+
facet_wrap(~hb_name)
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<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
How is NA calculated - still need to check??
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxud2Vla2x5X2FkbWlzc2lvbnNfc3BlYyAlPiUgXG4gIGZpbHRlcihhZG1pc3Npb25fdHlwZSA9PSBcIkFsbFwiKSAlPiUgXG4gIGZpbHRlcihzcGVjaWFsaXR5ID09IFwiQWxsXCIpICU+JSBcbiAgZmlsdGVyKGhiX25hbWUgIT0gXCJBbGwgU2NvdGxhbmRcIikgJT4lIFxuICBncm91cF9ieShoYl9uYW1lKSAlPiUgXG4gIHN1bW1hcmlzZShtZWFuID0gbWVhbihudW1iZXJfYWRtaXNzaW9ucykpICU+JSBcbiAgYXJyYW5nZShkZXNjKG1lYW4pKVxuYGBgIn0= -->
```r
weekly_admissions_spec %>%
filter(admission_type == "All") %>%
filter(speciality == "All") %>%
filter(hb_name != "All Scotland") %>%
group_by(hb_name) %>%
summarise(mean = mean(number_admissions)) %>%
arrange(desc(mean))```r
weekly_admissions_spec %>%
filter(admission_type == \All\) %>%
filter(speciality == \All\) %>%
filter(hb_name != \All Scotland\) %>%
ggplot() +
aes(x=wdate, y = number_admissions, colour = hb_name) +
geom_line()
<!-- rnb-source-end -->
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<img 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" />
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<!-- rnb-text-begin -->
admission values shows all health boards - health boards vary massively in size and admission numbers but mostly same overall pattern.
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<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(admission_type == \All\) %>%
filter(speciality==\Accident & Emergency\) %>%
#take a good look at what these values are!
filter(percent_variation<8000) %>%
group_by(hb_name) %>%
ggplot()+
aes(x=hb_name, y=percent_variation)+
geom_boxplot() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
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<!-- rnb-plot-begin -->
<img 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" />
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<!-- rnb-text-begin -->
do only certain health boards have an A+E dept?
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(admission_type == \Emergency\) %>%
#filter(speciality==\Accident & Emergency\) %>%
#take a good look at what these values are!
filter(percent_variation<8000) %>%
group_by(hb_name) %>%
ggplot()+
aes(x=hb_name, y=percent_variation)+
geom_boxplot() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
first attempt at a 'crisis' calculation
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxud2Vla2x5X2FkbWlzc2lvbnMgJT4lIFxuICBmaWx0ZXIoYWRtaXNzaW9uX3R5cGUgPT0gXFxBbGxcXCkgJT4lIFxuICBmaWx0ZXIoc3BlY2lhbGl0eT09XFxBbGxcXCkgJT4lIFxuICAjZmlsdGVyKGFkbWlzc2lvbl90eXBlID09XFxFbWVyZ2VuY3lcXCkgJT4lIFxuICAjZmlsdGVyKHNwZWNpYWxpdHk9PVxcQWNjaWRlbnQgJiBFbWVyZ2VuY3lcXCkgJT4lIFxuICAjZmlsdGVyKHllYXIgPT0gMjAyMCkgJT4lIFxuICBmaWx0ZXIoaXN3aW50ZXIpICU+JVxuICBncm91cF9ieShoYl9uYW1lKSAlPiUgXG4gIHN1bW1hcmlzZShjb3VudF9iYWRfZGF5cyA9IHN1bShhYm92ZV90aHJlc2gpLCBcbiAgICAgICAgICAgIGNvdW50X2RheXMgPSBuKCkqNywgXG4gICAgICAgICAgICBwY250X2JhZF9kYXlzID0gMTAwKihzdW0oYWJvdmVfdGhyZXNoKS8obigpKjcpKSwgXG4gICAgICAgICAgICBtZWFuX3BlcmNlbnR2YXIgPW1lYW4ocGVyY2VudF92YXJpYXRpb24pKSAlPiVcbiAgZ2dwbG90KCkgK1xuICBhZXMoeD1oYl9uYW1lLCB5PW1lYW5fcGVyY2VudHZhcikgK1xuICBnZW9tX2NvbCgpICtcbiAgdGhlbWUoYXhpcy50ZXh0LnggPSBlbGVtZW50X3RleHQoYW5nbGUgPSA0NSwgaGp1c3QgPSAxKSlcbmBgYFxuYGBgIn0= -->
```r
```r
weekly_admissions %>%
filter(admission_type == \All\) %>%
filter(speciality==\All\) %>%
#filter(admission_type ==\Emergency\) %>%
#filter(speciality==\Accident & Emergency\) %>%
#filter(year == 2020) %>%
filter(iswinter) %>%
group_by(hb_name) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=hb_name, y=mean_percentvar) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\All\) %>%
filter(admission_type ==\All\) %>%
#filter(year == 2021) %>%
#filter(iswinter) %>%
group_by(hb_name) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=hb_name, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
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<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\All\) %>%
filter(admission_type ==\Emergency\) %>%
#filter(speciality==\Accident & Emergency\) %>%
#filter(year == 2020) %>%
filter(iswinter) %>%
group_by(hb_name) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=hb_name, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
take a look by health board
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\All\) %>%
filter(admission_type ==\Emergency\) %>%
#filter(speciality==\Accident & Emergency\) %>%
#filter(year == 2020) %>%
#filter(iswinter) %>%
group_by(hb_name) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=hb_name, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
quick look at winter v summer
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxud2Vla2x5X2FkbWlzc2lvbnNfc3BlYyAlPiUgXG4gIGZpbHRlcihzcGVjaWFsaXR5PT1cXEFjY2lkZW50ICYgRW1lcmdlbmN5XFwpICU+JSBcbiAgZmlsdGVyKGFkbWlzc2lvbl90eXBlID09XFxBbGxcXCkgJT4lIFxuICBncm91cF9ieShpc3dpbnRlciwgeWVhcikgJT4lIFxuICBzdW1tYXJpc2UocGNudF9iYWRfZGF5cyA9IHN1bShhYm92ZV90aHJlc2gpL24oKSo3LCBtZWFuX3BlcmNlbnR2YXIgPW1lYW4ocGVyY2VudF92YXJpYXRpb24pKSBcbmBgYFxuYGBgIn0= -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\Accident & Emergency\) %>%
filter(admission_type ==\All\) %>%
group_by(iswinter, year) %>%
summarise(pcnt_bad_days = sum(above_thresh)/n()*7, mean_percentvar =mean(percent_variation))
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiYHN1bW1hcmlzZSgpYCBoYXMgZ3JvdXBlZCBvdXRwdXQgYnkgJ2lzd2ludGVyJy4gWW91IGNhbiBvdmVycmlkZSB1c2luZyB0aGUgYC5ncm91cHNgIGFyZ3VtZW50LlxuIn0= -->
summarise() has grouped output by ‘iswinter’. You can
override using the .groups argument.
<!-- rnb-output-end -->
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<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["iswinter"],"name":[1],"type":["lgl"],"align":["right"]},{"label":["year"],"name":[2],"type":["int"],"align":["right"]},{"label":["pcnt_bad_days"],"name":[3],"type":["dbl"],"align":["right"]},{"label":["mean_percentvar"],"name":[4],"type":["dbl"],"align":["right"]}],"data":[{"1":"FALSE","2":"2020","3":"21.43750","4":"1.346154"},{"1":"FALSE","2":"2021","3":"28.09633","4":"17.627523"},{"1":"FALSE","2":"2022","3":"19.07027","4":"-13.135676"},{"1":"TRUE","2":"2020","3":"28.33175","4":"43.717536"},{"1":"TRUE","2":"2021","3":"24.97573","4":"14.352427"},{"1":"TRUE","2":"2022","3":"21.13725","4":"2.098693"}],"options":{"columns":{"min":{},"max":[10],"total":[4]},"rows":{"min":[10],"max":[10],"total":[6]},"pages":{}}}
</script>
</div>
<!-- rnb-frame-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
no obvious big discrepancy in winter admissions for this parameter
winters of 2020 and 2022 are 'worse' than summers, percentages are small and maybe not significant?
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\All\) %>%
filter(admission_type ==\All\) %>%
group_by(iswinter, year) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=iswinter, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
facet_grid(~year)
<!-- rnb-source-end -->
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summarise() has grouped output by ‘iswinter’. You can
override using the .groups argument.
<!-- rnb-output-end -->
<!-- rnb-plot-begin -->
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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\All\) %>%
filter(admission_type ==\Emergency\) %>%
group_by(iswinter, year) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=iswinter, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
facet_grid(~year)
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiYHN1bW1hcmlzZSgpYCBoYXMgZ3JvdXBlZCBvdXRwdXQgYnkgJ2lzd2ludGVyJy4gWW91IGNhbiBvdmVycmlkZSB1c2luZyB0aGUgYC5ncm91cHNgIGFyZ3VtZW50LlxuIn0= -->
summarise() has grouped output by ‘iswinter’. You can
override using the .groups argument.
<!-- rnb-output-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_spec %>%
filter(speciality==\Accident & Emergency\) %>%
filter(admission_type ==\Emergency\) %>%
group_by(iswinter, year) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=year, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
facet_grid(~iswinter)
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiYHN1bW1hcmlzZSgpYCBoYXMgZ3JvdXBlZCBvdXRwdXQgYnkgJ2lzd2ludGVyJy4gWW91IGNhbiBvdmVycmlkZSB1c2luZyB0aGUgYC5ncm91cHNgIGFyZ3VtZW50LlxuIn0= -->
summarise() has grouped output by ‘iswinter’. You can
override using the .groups argument.
<!-- rnb-output-end -->
<!-- rnb-plot-begin -->
<img src="data:image/png;base64,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" />
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#Section2 - repeat for demographic data
bad days by age group
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```r
```r
weekly_admissions_demog %>%
filter(sex==\All\) %>%
filter(admission_type ==\All\) %>%
filter(hb_name==\All Scotland\) %>%
#filter(year == \2021\) %>%
#filter(iswinter) %>%
group_by(age_group) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar = mean(percent_variation),
#trying a diff calc just to show its the same
percent_variation = 100*(sum(number_admissions)-sum(average20182019))
/sum(average20182019))
<!-- rnb-source-end -->
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```r
```r
weekly_admissions_spec %>%
filter(speciality !=\All\) %>%
filter(admission_type ==\All\) %>%
filter(hb_name == \All Scotland\) %>%
#filter(year ==\2022\) %>%
group_by(speciality) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=speciality, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
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<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_demog %>%
filter(sex==\All\) %>%
filter(admission_type ==\All\) %>%
filter(hb_name==\All Scotland\) %>%
group_by(age_group) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=age_group, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_demog %>%
filter(age_group==\All ages\) %>%
filter(admission_type ==\All\) %>%
filter(hb_name==\All Scotland\) %>%
group_by(sex) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=sex, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
<!-- rnb-source-end -->
<!-- rnb-plot-begin -->
<img 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" />
<!-- rnb-plot-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
no obvious difference between sexes
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
weekly_admissions_dep %>%
filter(admission_type ==\All\) %>%
filter(hb_name==\All Scotland\) %>%
group_by(simd_quintile, year) %>%
summarise(count_bad_days = sum(above_thresh),
count_days = n()*7,
pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)),
mean_percentvar =mean(percent_variation)) %>%
ggplot() +
aes(x=simd_quintile, y=pcnt_bad_days) +
geom_col() +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
facet_grid(~year)
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiYHN1bW1hcmlzZSgpYCBoYXMgZ3JvdXBlZCBvdXRwdXQgYnkgJ3NpbWRfcXVpbnRpbGUnLiBZb3UgY2FuIG92ZXJyaWRlIHVzaW5nIHRoZSBgLmdyb3Vwc2AgYXJndW1lbnQuXG4ifQ== -->
summarise() has grouped output by ‘simd_quintile’. You
can override using the .groups argument. ```
---
title: "Investigating Data - Covid Wider Impacts"
output: html_notebook
editor_options: 
  chunk_output_type: inline
---

Looking at wider covid impacts data
weekly variability - related to 2018/19 baseline

revised version - now extracting all Scotland more easily.

```{r}
library("tidyverse")
library("janitor")
library("lubridate")
```

```{r}
hb_codes <- read_csv("health_board_codes.csv")
hb_codes <- clean_names(hb_codes)
```

load in datafiles

```{r}
weekly_admissions_spec <- read_csv("Covid admissions by health board and speciality.csv")
weekly_admissions_spec <- clean_names(weekly_admissions_spec)

weekly_admissions_dep <- read_csv("Covid admissions by health board and deprivation.csv")
weekly_admissions_dep <- clean_names(weekly_admissions_dep)

weekly_admissions_demog <- read_csv("Covid admissions by health board, age and sex.csv")
weekly_admissions_demog <- clean_names(weekly_admissions_demog)
```

data cleaning
note probably more cleaning needed before we finalise
I changed the spelling but it turns out both spellings are correct!

```{r}
weekly_admissions_spec <- weekly_admissions_spec %>% 
  rename("speciality"= "specialty") %>% 
  rename("speciality_qf"= "specialty_qf") 
```

merge hbnames into datafiles
```{r}
weekly_admissions_spec <- left_join(weekly_admissions_spec,hb_codes)
weekly_admissions_demog <- left_join(weekly_admissions_demog,hb_codes)
weekly_admissions_dep <- left_join(weekly_admissions_dep,hb_codes) 
```

do the analysis needed for identifying qinter and 'crisis'

```{r}
weekly_admissions_spec <- weekly_admissions_spec %>% 
  mutate(year = as.integer(str_sub(week_ending,1,4))) %>% 
  mutate(month = as.integer(str_sub(week_ending,5,6))) %>% 
  mutate(day = as.integer(str_sub(week_ending,7,8))) %>% 
  mutate(wdate = ymd(week_ending)) %>% 
  # identify "All Scotland" data
  mutate(hb_name = ifelse(hb=="S92000003","All Scotland",hb_name)) %>% 
  mutate(hb_name = ifelse(is.na(hb_name),"NHS Region Unknown",hb_name)) %>% 
  mutate(iswinter = ifelse(month %in% c(4,5,6,7,8,9),FALSE,TRUE)) %>% 
  mutate(above_thresh = ifelse(percent_variation>0,7,0))
```

```{r}
weekly_admissions_demog <- weekly_admissions_demog %>% 
  mutate(year = as.integer(str_sub(week_ending,1,4))) %>% 
  mutate(month = as.integer(str_sub(week_ending,5,6))) %>% 
  mutate(day = as.integer(str_sub(week_ending,7,8))) %>% 
  mutate(wdate = ymd(week_ending)) %>% 
  # identify "All Scotland" data
  mutate(hb_name = ifelse(hb=="S92000003","All Scotland",hb_name)) %>% 
  mutate(hb_name = ifelse(is.na(hb_name),"NHS Region Unknown",hb_name)) %>% 
  mutate(iswinter = ifelse(month %in% c(4,5,6,7,8,9),FALSE,TRUE)) %>% 
  mutate(above_thresh = ifelse(percent_variation>0,7,0))
```

```{r}
weekly_admissions_dep <- weekly_admissions_dep %>% 
  mutate(year = as.integer(str_sub(week_ending,1,4))) %>% 
  mutate(month = as.integer(str_sub(week_ending,5,6))) %>% 
  mutate(day = as.integer(str_sub(week_ending,7,8))) %>% 
  mutate(wdate = ymd(week_ending)) %>% 
  # identify "All Scotland" data
  mutate(hb_name = ifelse(hb=="S92000003","All Scotland",hb_name)) %>% 
  mutate(hb_name = ifelse(is.na(hb_name),"NHS Region Unknown",hb_name)) %>% 
  mutate(iswinter = ifelse(month %in% c(4,5,6,7,8,9),FALSE,TRUE)) %>% 
  mutate(above_thresh = ifelse(percent_variation>0,7,0))
```

take a look at what is in each dataset

```{r}
weekly_admissions_spec %>% 
  distinct(hb_name)
```
14 health boards plus 'all scotland' and an NA - need to work out what to do with this

```{r}
weekly_admissions_spec %>% 
  distinct(admission_type)
```
Data neatly divided into emergency and planned
```{r}
weekly_admissions_spec %>% 
  distinct(speciality)
```
note that some groupings are also combined. need to take a closer look at what these mean.

```{r}
weekly_admissions_demog %>% 
  distinct(age_group)
```
7 age groups and "all ages"

```{r}
weekly_admissions_demog %>% 
  distinct(sex)
```
just male - female and all

```{r}
weekly_admissions_dep %>% 
  distinct(simd_quintile)
```
note there is no 'all' category in this dataset

plot total admissions - you should get the same overall trends from each dataset
```{r}
weekly_admissions_demog %>% 
  filter(age_group == "All ages") %>% 
  filter(sex =="All") %>% 
  filter(admission_type == "All") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = number_admissions) +
geom_line(colour='red') 
```


```{r}
weekly_admissions_spec %>% 
  filter(speciality == "All") %>% 
  filter(admission_type == "All") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = number_admissions) +
geom_line(colour='red') 
```
same graph as above!

weekly hospital admissions hover around 14000 per week
expect 168,000 per quarter?

pre=pandemic hospital admissions hovered around 15500 per week
expect 186,000 per quarter

```{r}
weekly_admissions_spec %>% 
  filter(speciality == "All") %>% 
  filter(admission_type == "All") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation) +
geom_line(colour='red') 
```

Overall(all specialities, all admissions, all healthboards) admissions are only at 90% of pre-pandemic levels


quick look at demographics

```{r}
weekly_admissions_demog %>% 
  filter(sex == "All") %>% 
  filter(age_group != "All ages") %>% 
  filter(hb_name =="All Scotland") %>% 
  filter(admission_type == "All") %>% 
ggplot() +
aes(x=wdate, y = number_admissions, color = age_group) +
geom_line() #+
#scale_colour_brewer(palette = "Set2") 
```
age plot shows some variation between age groups.

quick look at sex differences
```{r}
weekly_admissions_demog %>% 
  filter(sex != "All") %>% 
  filter(age_group == "All ages") %>% 
  filter(hb_name =="All Scotland") %>% 
  filter(admission_type == "All") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, color = sex) +
geom_line() #+
#scale_colour_brewer(palette = "Set2") 
```

quick look at index of deprivation. 1 is most deprived and 5 is least deprived

```{r}
weekly_admissions_dep %>% 
  filter(admission_type == "All") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, color = as.factor(simd_quintile)) +
geom_line() 
```
something happening in 2022 - why is there divergence between 1 and 5?



look at admissions type
```{r}
weekly_admissions_spec %>% 
  filter(admission_type != "All") %>% 
  filter(speciality=="All") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, colour = admission_type) +
geom_line()
```
need to check what the 'spike' in planned at end of 2021 is related to

quick look at specialities
```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality !="All") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line()
```
take a closer look at paediatrics
```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality !="All") %>% 
  filter(str_detect(speciality,"Paed")) %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = number_admissions, colour=speciality) +
geom_line()
```


```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality !="All") %>% 
  filter(str_detect(speciality,"Paed")) %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line()
```
take a closer look at medical

```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality !="All") %>% 
  filter(str_detect(speciality,"Medical")) %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line()
```
simpler plot of specialities
```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "Planned") %>% 
  filter(speciality !="Medical (incl. Cardiology & Cancer)") %>% 
  filter(!str_detect(speciality,"Paed")) %>% 
  filter(speciality !="All") %>% 
  filter(speciality !="Accident & Emergency") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line() +
scale_colour_brewer(palette = "Set1") 
```

```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "Emergency") %>% 
  filter(speciality !="Medical (incl. Cardiology & Cancer)") %>% 
  filter(!str_detect(speciality,"Paed")) %>% 
  filter(speciality !="All") %>% 
  filter(speciality !="Accident & Emergency") %>% 
  filter(hb_name =="All Scotland") %>% 
ggplot() +
aes(x=wdate, y = percent_variation, colour=speciality) +
geom_line() +
scale_colour_brewer(palette = "Set1") 
```
boxplot for different specialities? some values greater than 8000% (i have filtered them out ) indicates we need some more work on data cleaning!

```{r}
weekly_admissions_spec %>% 
  #filter(admission_type == "All") %>% 
  #filter(speciality!="All") %>% 
  #filter(hb_name =="NHS Region Unknown") %>% 
  #group_by(speciality) %>% 
  #need to take a good look at what these values are!
  filter(percent_variation>500) 
```


```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality!="All") %>% 
  group_by(speciality) %>% 
  #need to take a good look at what these values are!
  filter(percent_variation<8000) %>% 
  ggplot()+
  aes(x=speciality, y=percent_variation)+
  geom_boxplot()+
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```
some specialities have faced higher admission levels than others.


Now look by health boards 

```{r}
all_admissions_byhb <- weekly_admissions %>% 
  filter(admission_type == "All") %>% 
  filter(speciality=="All") %>% 
  group_by(hb_name) %>% 
  summarise(mean_percnt_var = mean(percent_variation),
            min_percnt_var = min(percent_variation),
            max_percnt_var = max(percent_variation)
           ) %>%
  #mutate(all_percent_variation = all_admissions/all_avg20182019)  
  arrange(desc(max_percnt_var))
all_admissions_byhb
```
```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality=="All") %>% 
  group_by(hb_name) %>% 
  ggplot()+
  aes(x=wdate, y=percent_variation, colour = hb_name)+
  geom_line()
```

```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality=="All") %>% 
  group_by(hb_name) %>% 
  ggplot()+
  aes(x=hb_name, y=percent_variation)+
  geom_boxplot()+
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```


for some health boards a significant number of admissions levels are above the levels seen in 2018-19. could we parhaps try and use this as an indicator?

Need to think more carefully about what the data in 'region unknown' means 


```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality=="All") %>% 
  ggplot() +
  aes(x=wdate, y=percent_variation, colour=hb_name) +
  geom_line()+
  facet_wrap(~hb_name)
```
How is NA calculated - still need to check??


```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality == "All") %>% 
  filter(hb_name != "All Scotland") %>% 
  group_by(hb_name) %>% 
  summarise(mean = mean(number_admissions)) %>% 
  arrange(desc(mean))
```

```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality == "All") %>% 
  filter(hb_name != "All Scotland") %>% 
ggplot() +
aes(x=wdate, y = number_admissions, colour = hb_name) +
geom_line()
```
admission values shows all health boards - health boards vary massively in size and admission numbers but mostly same overall pattern.

```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "All") %>% 
  filter(speciality=="Accident & Emergency") %>% 
  #take a good look at what these values are!
  filter(percent_variation<8000) %>% 
  group_by(hb_name) %>% 
  ggplot()+
  aes(x=hb_name, y=percent_variation)+
  geom_boxplot() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```
do only certain health boards have an A+E dept?

```{r}
weekly_admissions_spec %>% 
  filter(admission_type == "Emergency") %>% 
  #filter(speciality=="Accident & Emergency") %>% 
  #take a good look at what these values are!
  filter(percent_variation<8000) %>% 
  group_by(hb_name) %>% 
  ggplot()+
  aes(x=hb_name, y=percent_variation)+
  geom_boxplot() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```

first attempt at a 'crisis' calculation

```{r}
weekly_admissions %>% 
  filter(admission_type == "All") %>% 
  filter(speciality=="All") %>% 
  #filter(admission_type =="Emergency") %>% 
  #filter(speciality=="Accident & Emergency") %>% 
  #filter(year == 2020) %>% 
  filter(iswinter) %>%
  group_by(hb_name) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>%
  ggplot() +
  aes(x=hb_name, y=mean_percentvar) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```

```{r}
weekly_admissions_spec %>% 
  filter(speciality=="All") %>% 
  filter(admission_type =="All") %>% 
  #filter(year == 2021) %>% 
  #filter(iswinter) %>%
  group_by(hb_name) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>%
  ggplot() +
  aes(x=hb_name, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```
```{r}
weekly_admissions_spec %>% 
  filter(speciality=="All") %>% 
  filter(admission_type =="Emergency") %>% 
  #filter(speciality=="Accident & Emergency") %>% 
  #filter(year == 2020) %>% 
  filter(iswinter) %>%
  group_by(hb_name) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>%
  ggplot() +
  aes(x=hb_name, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```
take a look by health board

```{r}
weekly_admissions_spec %>% 
  filter(speciality=="All") %>% 
  filter(admission_type =="Emergency") %>% 
  #filter(speciality=="Accident & Emergency") %>% 
  #filter(year == 2020) %>% 
  #filter(iswinter) %>%
  group_by(hb_name) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>%
  ggplot() +
  aes(x=hb_name, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```


quick look at winter v summer

```{r}
weekly_admissions_spec %>% 
  filter(speciality=="Accident & Emergency") %>% 
  filter(admission_type =="All") %>% 
  group_by(iswinter, year) %>% 
  summarise(pcnt_bad_days = sum(above_thresh)/n()*7, mean_percentvar =mean(percent_variation)) 
```
  no obvious big discrepancy in winter admissions for this parameter
  winters of 2020 and 2022 are 'worse' than summers, percentages are small and maybe not          significant? 

```{r}
weekly_admissions_spec %>% 
  filter(speciality=="All") %>% 
  filter(admission_type =="All") %>% 
  group_by(iswinter, year) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=iswinter, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  facet_grid(~year)
```
```{r}
weekly_admissions_spec %>% 
  filter(speciality=="All") %>% 
  filter(admission_type =="Emergency") %>% 
  group_by(iswinter, year) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=iswinter, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  facet_grid(~year)
```
```{r}
weekly_admissions_spec %>% 
  filter(speciality=="Accident & Emergency") %>% 
  filter(admission_type =="Emergency") %>% 
  group_by(iswinter, year) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=year, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  facet_grid(~iswinter)
```


#Section2 - repeat for demographic data

bad days by age group

```{r}
weekly_admissions_demog %>% 
  filter(sex=="All") %>% 
  filter(admission_type =="All") %>% 
  filter(hb_name=="All Scotland") %>% 
  #filter(year == "2021") %>% 
  #filter(iswinter) %>% 
  group_by(age_group) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar = mean(percent_variation), 
            #trying a diff calc just to show its the same
            percent_variation = 100*(sum(number_admissions)-sum(average20182019))
                             /sum(average20182019)) 
```
```{r}
weekly_admissions_spec %>% 
  filter(speciality !="All") %>% 
  filter(admission_type =="All") %>% 
  filter(hb_name == "All Scotland") %>% 
  #filter(year =="2022") %>% 
  group_by(speciality) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=speciality, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) 
```



```{r}
weekly_admissions_demog %>% 
  filter(sex=="All") %>% 
  filter(admission_type =="All") %>% 
  filter(hb_name=="All Scotland") %>% 
  group_by(age_group) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=age_group, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) 
```

```{r}
weekly_admissions_demog %>% 
  filter(age_group=="All ages") %>% 
  filter(admission_type =="All") %>% 
  filter(hb_name=="All Scotland") %>% 
  group_by(sex) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=sex, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))
```
no obvious difference between sexes

```{r}
weekly_admissions_dep %>% 
  filter(admission_type =="All") %>% 
  filter(hb_name=="All Scotland") %>% 
  group_by(simd_quintile, year) %>% 
  summarise(count_bad_days = sum(above_thresh), 
            count_days = n()*7, 
            pcnt_bad_days = 100*(sum(above_thresh)/(n()*7)), 
            mean_percentvar =mean(percent_variation)) %>% 
  ggplot() +
  aes(x=simd_quintile, y=pcnt_bad_days) +
  geom_col() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  facet_grid(~year)
```